Upload folder using huggingface_hub
Browse files- README.md +83 -0
- added_tokens.json +4 -0
- all_results.json +15 -0
- checkpoint-28000/added_tokens.json +4 -0
- checkpoint-28000/config.json +117 -0
- checkpoint-28000/optimizer.pt +3 -0
- checkpoint-28000/preprocessor_config.json +10 -0
- checkpoint-28000/pytorch_model.bin +3 -0
- checkpoint-28000/rng_state_0.pth +3 -0
- checkpoint-28000/rng_state_1.pth +3 -0
- checkpoint-28000/rng_state_2.pth +3 -0
- checkpoint-28000/rng_state_3.pth +3 -0
- checkpoint-28000/scheduler.pt +3 -0
- checkpoint-28000/special_tokens_map.json +30 -0
- checkpoint-28000/tokenizer_config.json +51 -0
- checkpoint-28000/trainer_state.json +495 -0
- checkpoint-28000/training_args.bin +3 -0
- checkpoint-28000/vocab.json +1795 -0
- checkpoint-30000/added_tokens.json +4 -0
- checkpoint-30000/config.json +117 -0
- checkpoint-30000/optimizer.pt +3 -0
- checkpoint-30000/preprocessor_config.json +10 -0
- checkpoint-30000/pytorch_model.bin +3 -0
- checkpoint-30000/rng_state_0.pth +3 -0
- checkpoint-30000/rng_state_1.pth +3 -0
- checkpoint-30000/rng_state_2.pth +3 -0
- checkpoint-30000/rng_state_3.pth +3 -0
- checkpoint-30000/scheduler.pt +3 -0
- checkpoint-30000/special_tokens_map.json +30 -0
- checkpoint-30000/tokenizer_config.json +51 -0
- checkpoint-30000/trainer_state.json +529 -0
- checkpoint-30000/training_args.bin +3 -0
- checkpoint-30000/vocab.json +1795 -0
- config.json +117 -0
- eval_results.json +10 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +51 -0
- train_results.json +8 -0
- trainer_state.json +556 -0
- training_args.bin +3 -0
- vocab.json +1795 -0
README.md
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
base_model: facebook/wav2vec2-large-xlsr-53
|
| 4 |
+
tags:
|
| 5 |
+
- automatic-speech-recognition
|
| 6 |
+
- ./sample_speech.py
|
| 7 |
+
- generated_from_trainer
|
| 8 |
+
metrics:
|
| 9 |
+
- wer
|
| 10 |
+
model-index:
|
| 11 |
+
- name: ko-xlsr
|
| 12 |
+
results: []
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 16 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 17 |
+
|
| 18 |
+
# ko-xlsr
|
| 19 |
+
|
| 20 |
+
This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the ./SAMPLE_SPEECH.PY - NA dataset.
|
| 21 |
+
It achieves the following results on the evaluation set:
|
| 22 |
+
- Loss: 0.4228
|
| 23 |
+
- Cer: 0.1091
|
| 24 |
+
- Wer: 0.3025
|
| 25 |
+
|
| 26 |
+
## Model description
|
| 27 |
+
|
| 28 |
+
More information needed
|
| 29 |
+
|
| 30 |
+
## Intended uses & limitations
|
| 31 |
+
|
| 32 |
+
More information needed
|
| 33 |
+
|
| 34 |
+
## Training and evaluation data
|
| 35 |
+
|
| 36 |
+
More information needed
|
| 37 |
+
|
| 38 |
+
## Training procedure
|
| 39 |
+
|
| 40 |
+
### Training hyperparameters
|
| 41 |
+
|
| 42 |
+
The following hyperparameters were used during training:
|
| 43 |
+
- learning_rate: 0.0003
|
| 44 |
+
- train_batch_size: 4
|
| 45 |
+
- eval_batch_size: 4
|
| 46 |
+
- seed: 42
|
| 47 |
+
- distributed_type: multi-GPU
|
| 48 |
+
- num_devices: 4
|
| 49 |
+
- gradient_accumulation_steps: 4
|
| 50 |
+
- total_train_batch_size: 64
|
| 51 |
+
- total_eval_batch_size: 16
|
| 52 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 53 |
+
- lr_scheduler_type: linear
|
| 54 |
+
- lr_scheduler_warmup_steps: 1000
|
| 55 |
+
- num_epochs: 15
|
| 56 |
+
|
| 57 |
+
### Training results
|
| 58 |
+
|
| 59 |
+
| Training Loss | Epoch | Step | Validation Loss | Cer | Wer |
|
| 60 |
+
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|
|
| 61 |
+
| 1.5566 | 0.94 | 2000 | 1.0226 | 0.2632 | 0.6184 |
|
| 62 |
+
| 1.179 | 1.89 | 4000 | 0.7682 | 0.2001 | 0.4990 |
|
| 63 |
+
| 1.0432 | 2.83 | 6000 | 0.6633 | 0.1749 | 0.4516 |
|
| 64 |
+
| 0.9413 | 3.77 | 8000 | 0.6159 | 0.1624 | 0.4259 |
|
| 65 |
+
| 0.8765 | 4.72 | 10000 | 0.5792 | 0.1538 | 0.4061 |
|
| 66 |
+
| 0.8248 | 5.66 | 12000 | 0.5456 | 0.1446 | 0.3877 |
|
| 67 |
+
| 0.7714 | 6.6 | 14000 | 0.5316 | 0.1397 | 0.3710 |
|
| 68 |
+
| 0.7388 | 7.55 | 16000 | 0.5172 | 0.1356 | 0.3657 |
|
| 69 |
+
| 0.6912 | 8.49 | 18000 | 0.4892 | 0.1291 | 0.3508 |
|
| 70 |
+
| 0.6549 | 9.43 | 20000 | 0.4694 | 0.1241 | 0.3397 |
|
| 71 |
+
| 0.614 | 10.37 | 22000 | 0.4615 | 0.1205 | 0.3309 |
|
| 72 |
+
| 0.5901 | 11.32 | 24000 | 0.4489 | 0.1177 | 0.3215 |
|
| 73 |
+
| 0.555 | 12.26 | 26000 | 0.4419 | 0.1148 | 0.3163 |
|
| 74 |
+
| 0.5377 | 13.2 | 28000 | 0.4320 | 0.1122 | 0.3103 |
|
| 75 |
+
| 0.5253 | 14.15 | 30000 | 0.4251 | 0.1102 | 0.3052 |
|
| 76 |
+
|
| 77 |
+
|
| 78 |
+
### Framework versions
|
| 79 |
+
|
| 80 |
+
- Transformers 4.34.1
|
| 81 |
+
- Pytorch 2.1.0+cu121
|
| 82 |
+
- Datasets 2.14.5
|
| 83 |
+
- Tokenizers 0.14.1
|
added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 1794,
|
| 3 |
+
"<s>": 1793
|
| 4 |
+
}
|
all_results.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 15.0,
|
| 3 |
+
"eval_cer": 0.10911196709082739,
|
| 4 |
+
"eval_loss": 0.42278438806533813,
|
| 5 |
+
"eval_runtime": 2592.0889,
|
| 6 |
+
"eval_samples": 16914,
|
| 7 |
+
"eval_samples_per_second": 6.525,
|
| 8 |
+
"eval_steps_per_second": 0.408,
|
| 9 |
+
"eval_wer": 0.3024839648296585,
|
| 10 |
+
"train_loss": 1.0558512441767087,
|
| 11 |
+
"train_runtime": 76407.9259,
|
| 12 |
+
"train_samples": 135710,
|
| 13 |
+
"train_samples_per_second": 26.642,
|
| 14 |
+
"train_steps_per_second": 0.416
|
| 15 |
+
}
|
checkpoint-28000/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 1794,
|
| 3 |
+
"<s>": 1793
|
| 4 |
+
}
|
checkpoint-28000/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.1,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 1792,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.1",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 1795,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
checkpoint-28000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e99caabd1b8759df85d383af1fa6646ccc6f97212991aee82f9be2a3ad5919f4
|
| 3 |
+
size 2504878774
|
checkpoint-28000/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-28000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4758efee7b6eada8b8caa227209485582bb2f2362353c73b9aaa0b347f31b649
|
| 3 |
+
size 1269261866
|
checkpoint-28000/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fcef5717edd999b2aac6bd74920854cd3adf6069bafe2a8552a05e7f10dfb1bf
|
| 3 |
+
size 15024
|
checkpoint-28000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:263ef0c100943fa2061ed5a94382a4144204318d7809996d18ff03284a57226f
|
| 3 |
+
size 15024
|
checkpoint-28000/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f029b6973841fc6f9f87777218c8757936e2df91955572a908383597b0c51118
|
| 3 |
+
size 15088
|
checkpoint-28000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:76778b3c174ac79c7b693d056bdd183195164b3906cbfab8858a5040cd27cf4e
|
| 3 |
+
size 15024
|
checkpoint-28000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7987698dce925ad21ba77a93b46aa7031e84a4f93bcbec0360595db9433e2da
|
| 3 |
+
size 1064
|
checkpoint-28000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-28000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1791": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1792": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1793": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1794": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-28000/trainer_state.json
ADDED
|
@@ -0,0 +1,495 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 13.204432916764913,
|
| 5 |
+
"eval_steps": 2000,
|
| 6 |
+
"global_step": 28000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.24,
|
| 13 |
+
"learning_rate": 0.00014879999999999998,
|
| 14 |
+
"loss": 14.5956,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 0.0002985,
|
| 20 |
+
"loss": 3.7568,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.71,
|
| 25 |
+
"learning_rate": 0.0002951785714285714,
|
| 26 |
+
"loss": 1.8728,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 0.00029030844155844153,
|
| 32 |
+
"loss": 1.5566,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.94,
|
| 37 |
+
"eval_cer": 0.2632472070390033,
|
| 38 |
+
"eval_loss": 1.0225796699523926,
|
| 39 |
+
"eval_runtime": 2668.5503,
|
| 40 |
+
"eval_samples_per_second": 6.338,
|
| 41 |
+
"eval_steps_per_second": 0.396,
|
| 42 |
+
"eval_wer": 0.618374838459038,
|
| 43 |
+
"step": 2000
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.18,
|
| 47 |
+
"learning_rate": 0.00028543831168831166,
|
| 48 |
+
"loss": 1.3765,
|
| 49 |
+
"step": 2500
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 1.41,
|
| 53 |
+
"learning_rate": 0.0002805681818181818,
|
| 54 |
+
"loss": 1.2884,
|
| 55 |
+
"step": 3000
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 1.65,
|
| 59 |
+
"learning_rate": 0.0002757077922077922,
|
| 60 |
+
"loss": 1.2363,
|
| 61 |
+
"step": 3500
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"epoch": 1.89,
|
| 65 |
+
"learning_rate": 0.0002708376623376623,
|
| 66 |
+
"loss": 1.179,
|
| 67 |
+
"step": 4000
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.89,
|
| 71 |
+
"eval_cer": 0.20008986332921824,
|
| 72 |
+
"eval_loss": 0.7681829333305359,
|
| 73 |
+
"eval_runtime": 2604.8981,
|
| 74 |
+
"eval_samples_per_second": 6.493,
|
| 75 |
+
"eval_steps_per_second": 0.406,
|
| 76 |
+
"eval_wer": 0.49895741661315,
|
| 77 |
+
"step": 4000
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.12,
|
| 81 |
+
"learning_rate": 0.00026596753246753245,
|
| 82 |
+
"loss": 1.1289,
|
| 83 |
+
"step": 4500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 2.36,
|
| 87 |
+
"learning_rate": 0.0002610974025974026,
|
| 88 |
+
"loss": 1.0784,
|
| 89 |
+
"step": 5000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 2.59,
|
| 93 |
+
"learning_rate": 0.000256237012987013,
|
| 94 |
+
"loss": 1.0664,
|
| 95 |
+
"step": 5500
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.83,
|
| 99 |
+
"learning_rate": 0.0002513668831168831,
|
| 100 |
+
"loss": 1.0432,
|
| 101 |
+
"step": 6000
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 2.83,
|
| 105 |
+
"eval_cer": 0.17490413851167133,
|
| 106 |
+
"eval_loss": 0.6633431315422058,
|
| 107 |
+
"eval_runtime": 2540.6608,
|
| 108 |
+
"eval_samples_per_second": 6.657,
|
| 109 |
+
"eval_steps_per_second": 0.416,
|
| 110 |
+
"eval_wer": 0.45160906690768976,
|
| 111 |
+
"step": 6000
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 3.07,
|
| 115 |
+
"learning_rate": 0.00024649675324675324,
|
| 116 |
+
"loss": 1.0052,
|
| 117 |
+
"step": 6500
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 3.3,
|
| 121 |
+
"learning_rate": 0.00024162662337662335,
|
| 122 |
+
"loss": 0.9657,
|
| 123 |
+
"step": 7000
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 3.54,
|
| 127 |
+
"learning_rate": 0.0002367564935064935,
|
| 128 |
+
"loss": 0.9627,
|
| 129 |
+
"step": 7500
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 3.77,
|
| 133 |
+
"learning_rate": 0.00023189610389610387,
|
| 134 |
+
"loss": 0.9413,
|
| 135 |
+
"step": 8000
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 3.77,
|
| 139 |
+
"eval_cer": 0.16238652573537432,
|
| 140 |
+
"eval_loss": 0.615895688533783,
|
| 141 |
+
"eval_runtime": 2544.7169,
|
| 142 |
+
"eval_samples_per_second": 6.647,
|
| 143 |
+
"eval_steps_per_second": 0.416,
|
| 144 |
+
"eval_wer": 0.4259210807982304,
|
| 145 |
+
"step": 8000
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.01,
|
| 149 |
+
"learning_rate": 0.000227025974025974,
|
| 150 |
+
"loss": 0.9393,
|
| 151 |
+
"step": 8500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 4.24,
|
| 155 |
+
"learning_rate": 0.00022215584415584413,
|
| 156 |
+
"loss": 0.8932,
|
| 157 |
+
"step": 9000
|
| 158 |
+
},
|
| 159 |
+
{
|
| 160 |
+
"epoch": 4.48,
|
| 161 |
+
"learning_rate": 0.00021728571428571427,
|
| 162 |
+
"loss": 0.8898,
|
| 163 |
+
"step": 9500
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.72,
|
| 167 |
+
"learning_rate": 0.00021242532467532466,
|
| 168 |
+
"loss": 0.8765,
|
| 169 |
+
"step": 10000
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 4.72,
|
| 173 |
+
"eval_cer": 0.15377316925278206,
|
| 174 |
+
"eval_loss": 0.5792471766471863,
|
| 175 |
+
"eval_runtime": 2541.286,
|
| 176 |
+
"eval_samples_per_second": 6.656,
|
| 177 |
+
"eval_steps_per_second": 0.416,
|
| 178 |
+
"eval_wer": 0.40610010386191914,
|
| 179 |
+
"step": 10000
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 4.95,
|
| 183 |
+
"learning_rate": 0.0002075551948051948,
|
| 184 |
+
"loss": 0.874,
|
| 185 |
+
"step": 10500
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 5.19,
|
| 189 |
+
"learning_rate": 0.00020268506493506492,
|
| 190 |
+
"loss": 0.8393,
|
| 191 |
+
"step": 11000
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 5.42,
|
| 195 |
+
"learning_rate": 0.0001978246753246753,
|
| 196 |
+
"loss": 0.8254,
|
| 197 |
+
"step": 11500
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 5.66,
|
| 201 |
+
"learning_rate": 0.00019295454545454545,
|
| 202 |
+
"loss": 0.8248,
|
| 203 |
+
"step": 12000
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 5.66,
|
| 207 |
+
"eval_cer": 0.14464288051230823,
|
| 208 |
+
"eval_loss": 0.5455637574195862,
|
| 209 |
+
"eval_runtime": 2603.5132,
|
| 210 |
+
"eval_samples_per_second": 6.497,
|
| 211 |
+
"eval_steps_per_second": 0.406,
|
| 212 |
+
"eval_wer": 0.3876665953111497,
|
| 213 |
+
"step": 12000
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 5.89,
|
| 217 |
+
"learning_rate": 0.00018808441558441555,
|
| 218 |
+
"loss": 0.815,
|
| 219 |
+
"step": 12500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 6.13,
|
| 223 |
+
"learning_rate": 0.0001832142857142857,
|
| 224 |
+
"loss": 0.7914,
|
| 225 |
+
"step": 13000
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 6.37,
|
| 229 |
+
"learning_rate": 0.00017834415584415584,
|
| 230 |
+
"loss": 0.7721,
|
| 231 |
+
"step": 13500
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 6.6,
|
| 235 |
+
"learning_rate": 0.00017347402597402595,
|
| 236 |
+
"loss": 0.7714,
|
| 237 |
+
"step": 14000
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 6.6,
|
| 241 |
+
"eval_cer": 0.1396851293639334,
|
| 242 |
+
"eval_loss": 0.5316255688667297,
|
| 243 |
+
"eval_runtime": 2697.2289,
|
| 244 |
+
"eval_samples_per_second": 6.271,
|
| 245 |
+
"eval_steps_per_second": 0.392,
|
| 246 |
+
"eval_wer": 0.37104868824774634,
|
| 247 |
+
"step": 14000
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 6.84,
|
| 251 |
+
"learning_rate": 0.00016861363636363634,
|
| 252 |
+
"loss": 0.7775,
|
| 253 |
+
"step": 14500
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 7.07,
|
| 257 |
+
"learning_rate": 0.00016375324675324673,
|
| 258 |
+
"loss": 0.7576,
|
| 259 |
+
"step": 15000
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 7.31,
|
| 263 |
+
"learning_rate": 0.0001588831168831169,
|
| 264 |
+
"loss": 0.74,
|
| 265 |
+
"step": 15500
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 7.55,
|
| 269 |
+
"learning_rate": 0.000154012987012987,
|
| 270 |
+
"loss": 0.7388,
|
| 271 |
+
"step": 16000
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"epoch": 7.55,
|
| 275 |
+
"eval_cer": 0.13560201887129913,
|
| 276 |
+
"eval_loss": 0.5172015428543091,
|
| 277 |
+
"eval_runtime": 2608.9857,
|
| 278 |
+
"eval_samples_per_second": 6.483,
|
| 279 |
+
"eval_steps_per_second": 0.406,
|
| 280 |
+
"eval_wer": 0.3657208096472659,
|
| 281 |
+
"step": 16000
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 7.78,
|
| 285 |
+
"learning_rate": 0.00014914285714285713,
|
| 286 |
+
"loss": 0.7315,
|
| 287 |
+
"step": 16500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 8.02,
|
| 291 |
+
"learning_rate": 0.00014427272727272726,
|
| 292 |
+
"loss": 0.725,
|
| 293 |
+
"step": 17000
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 8.25,
|
| 297 |
+
"learning_rate": 0.0001394025974025974,
|
| 298 |
+
"loss": 0.6876,
|
| 299 |
+
"step": 17500
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 8.49,
|
| 303 |
+
"learning_rate": 0.00013453246753246753,
|
| 304 |
+
"loss": 0.6912,
|
| 305 |
+
"step": 18000
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 8.49,
|
| 309 |
+
"eval_cer": 0.12909128980051213,
|
| 310 |
+
"eval_loss": 0.4891507625579834,
|
| 311 |
+
"eval_runtime": 2622.6389,
|
| 312 |
+
"eval_samples_per_second": 6.449,
|
| 313 |
+
"eval_steps_per_second": 0.403,
|
| 314 |
+
"eval_wer": 0.35079164981883626,
|
| 315 |
+
"step": 18000
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 8.72,
|
| 319 |
+
"learning_rate": 0.00012966233766233766,
|
| 320 |
+
"loss": 0.6912,
|
| 321 |
+
"step": 18500
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 8.96,
|
| 325 |
+
"learning_rate": 0.00012480194805194805,
|
| 326 |
+
"loss": 0.6847,
|
| 327 |
+
"step": 19000
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 9.2,
|
| 331 |
+
"learning_rate": 0.00011993181818181817,
|
| 332 |
+
"loss": 0.6578,
|
| 333 |
+
"step": 19500
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 9.43,
|
| 337 |
+
"learning_rate": 0.00011506168831168829,
|
| 338 |
+
"loss": 0.6549,
|
| 339 |
+
"step": 20000
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 9.43,
|
| 343 |
+
"eval_cer": 0.12405937959404459,
|
| 344 |
+
"eval_loss": 0.4693571627140045,
|
| 345 |
+
"eval_runtime": 2599.1484,
|
| 346 |
+
"eval_samples_per_second": 6.508,
|
| 347 |
+
"eval_steps_per_second": 0.407,
|
| 348 |
+
"eval_wer": 0.33972361629760006,
|
| 349 |
+
"step": 20000
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 9.67,
|
| 353 |
+
"learning_rate": 0.00011019155844155843,
|
| 354 |
+
"loss": 0.646,
|
| 355 |
+
"step": 20500
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"epoch": 9.9,
|
| 359 |
+
"learning_rate": 0.00010533116883116881,
|
| 360 |
+
"loss": 0.6467,
|
| 361 |
+
"step": 21000
|
| 362 |
+
},
|
| 363 |
+
{
|
| 364 |
+
"epoch": 10.14,
|
| 365 |
+
"learning_rate": 0.00010046103896103896,
|
| 366 |
+
"loss": 0.6287,
|
| 367 |
+
"step": 21500
|
| 368 |
+
},
|
| 369 |
+
{
|
| 370 |
+
"epoch": 10.37,
|
| 371 |
+
"learning_rate": 9.560064935064933e-05,
|
| 372 |
+
"loss": 0.614,
|
| 373 |
+
"step": 22000
|
| 374 |
+
},
|
| 375 |
+
{
|
| 376 |
+
"epoch": 10.37,
|
| 377 |
+
"eval_cer": 0.12051065054943137,
|
| 378 |
+
"eval_loss": 0.461481511592865,
|
| 379 |
+
"eval_runtime": 2605.4751,
|
| 380 |
+
"eval_samples_per_second": 6.492,
|
| 381 |
+
"eval_steps_per_second": 0.406,
|
| 382 |
+
"eval_wer": 0.33093895931942696,
|
| 383 |
+
"step": 22000
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 10.61,
|
| 387 |
+
"learning_rate": 9.073051948051948e-05,
|
| 388 |
+
"loss": 0.6153,
|
| 389 |
+
"step": 22500
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 10.85,
|
| 393 |
+
"learning_rate": 8.58603896103896e-05,
|
| 394 |
+
"loss": 0.6157,
|
| 395 |
+
"step": 23000
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 11.08,
|
| 399 |
+
"learning_rate": 8.099025974025973e-05,
|
| 400 |
+
"loss": 0.6054,
|
| 401 |
+
"step": 23500
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 11.32,
|
| 405 |
+
"learning_rate": 7.612987012987012e-05,
|
| 406 |
+
"loss": 0.5901,
|
| 407 |
+
"step": 24000
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 11.32,
|
| 411 |
+
"eval_cer": 0.1176620702591641,
|
| 412 |
+
"eval_loss": 0.4488585889339447,
|
| 413 |
+
"eval_runtime": 2619.3349,
|
| 414 |
+
"eval_samples_per_second": 6.457,
|
| 415 |
+
"eval_steps_per_second": 0.404,
|
| 416 |
+
"eval_wer": 0.32152003107929183,
|
| 417 |
+
"step": 24000
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 11.55,
|
| 421 |
+
"learning_rate": 7.125974025974026e-05,
|
| 422 |
+
"loss": 0.5808,
|
| 423 |
+
"step": 24500
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 11.79,
|
| 427 |
+
"learning_rate": 6.638961038961039e-05,
|
| 428 |
+
"loss": 0.5845,
|
| 429 |
+
"step": 25000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 12.03,
|
| 433 |
+
"learning_rate": 6.151948051948051e-05,
|
| 434 |
+
"loss": 0.5777,
|
| 435 |
+
"step": 25500
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 12.26,
|
| 439 |
+
"learning_rate": 5.664935064935064e-05,
|
| 440 |
+
"loss": 0.555,
|
| 441 |
+
"step": 26000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 12.26,
|
| 445 |
+
"eval_cer": 0.11478513503492019,
|
| 446 |
+
"eval_loss": 0.4419253170490265,
|
| 447 |
+
"eval_runtime": 2591.0294,
|
| 448 |
+
"eval_samples_per_second": 6.528,
|
| 449 |
+
"eval_steps_per_second": 0.408,
|
| 450 |
+
"eval_wer": 0.31628729316810567,
|
| 451 |
+
"step": 26000
|
| 452 |
+
},
|
| 453 |
+
{
|
| 454 |
+
"epoch": 12.5,
|
| 455 |
+
"learning_rate": 5.178896103896104e-05,
|
| 456 |
+
"loss": 0.5641,
|
| 457 |
+
"step": 26500
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"epoch": 12.73,
|
| 461 |
+
"learning_rate": 4.691883116883116e-05,
|
| 462 |
+
"loss": 0.5552,
|
| 463 |
+
"step": 27000
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"epoch": 12.97,
|
| 467 |
+
"learning_rate": 4.2048701298701296e-05,
|
| 468 |
+
"loss": 0.5523,
|
| 469 |
+
"step": 27500
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 13.2,
|
| 473 |
+
"learning_rate": 3.717857142857143e-05,
|
| 474 |
+
"loss": 0.5377,
|
| 475 |
+
"step": 28000
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 13.2,
|
| 479 |
+
"eval_cer": 0.11216557536523336,
|
| 480 |
+
"eval_loss": 0.4320293366909027,
|
| 481 |
+
"eval_runtime": 2509.0221,
|
| 482 |
+
"eval_samples_per_second": 6.741,
|
| 483 |
+
"eval_steps_per_second": 0.422,
|
| 484 |
+
"eval_wer": 0.3102855013517906,
|
| 485 |
+
"step": 28000
|
| 486 |
+
}
|
| 487 |
+
],
|
| 488 |
+
"logging_steps": 500,
|
| 489 |
+
"max_steps": 31800,
|
| 490 |
+
"num_train_epochs": 15,
|
| 491 |
+
"save_steps": 2000,
|
| 492 |
+
"total_flos": 1.8803847061079222e+20,
|
| 493 |
+
"trial_name": null,
|
| 494 |
+
"trial_params": null
|
| 495 |
+
}
|
checkpoint-28000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:97b419a095473358dd5ea955a2b0b62deb2ebd05ac2cba0b3a85c385dade1d4f
|
| 3 |
+
size 4472
|
checkpoint-28000/vocab.json
ADDED
|
@@ -0,0 +1,1795 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"\"": 1,
|
| 3 |
+
"&": 2,
|
| 4 |
+
"0": 3,
|
| 5 |
+
"1": 4,
|
| 6 |
+
"2": 5,
|
| 7 |
+
"3": 6,
|
| 8 |
+
"4": 7,
|
| 9 |
+
"5": 8,
|
| 10 |
+
"6": 9,
|
| 11 |
+
"7": 10,
|
| 12 |
+
"8": 11,
|
| 13 |
+
"9": 12,
|
| 14 |
+
"=": 13,
|
| 15 |
+
"[PAD]": 1792,
|
| 16 |
+
"[UNK]": 1791,
|
| 17 |
+
"_": 14,
|
| 18 |
+
"a": 15,
|
| 19 |
+
"b": 16,
|
| 20 |
+
"c": 17,
|
| 21 |
+
"d": 18,
|
| 22 |
+
"e": 19,
|
| 23 |
+
"f": 20,
|
| 24 |
+
"g": 21,
|
| 25 |
+
"h": 22,
|
| 26 |
+
"i": 23,
|
| 27 |
+
"j": 24,
|
| 28 |
+
"k": 25,
|
| 29 |
+
"l": 26,
|
| 30 |
+
"m": 27,
|
| 31 |
+
"n": 28,
|
| 32 |
+
"o": 29,
|
| 33 |
+
"p": 30,
|
| 34 |
+
"q": 31,
|
| 35 |
+
"r": 32,
|
| 36 |
+
"s": 33,
|
| 37 |
+
"t": 34,
|
| 38 |
+
"u": 35,
|
| 39 |
+
"v": 36,
|
| 40 |
+
"w": 37,
|
| 41 |
+
"x": 38,
|
| 42 |
+
"y": 39,
|
| 43 |
+
"z": 40,
|
| 44 |
+
"|": 0,
|
| 45 |
+
"℃": 41,
|
| 46 |
+
"ㄱ": 42,
|
| 47 |
+
"ㄴ": 43,
|
| 48 |
+
"ㄹ": 44,
|
| 49 |
+
"ㅁ": 45,
|
| 50 |
+
"ㅅ": 46,
|
| 51 |
+
"ㅇ": 47,
|
| 52 |
+
"ㅈ": 48,
|
| 53 |
+
"ㅋ": 49,
|
| 54 |
+
"ㅍ": 50,
|
| 55 |
+
"ㅠ": 51,
|
| 56 |
+
"ㅡ": 52,
|
| 57 |
+
"㎛": 53,
|
| 58 |
+
"가": 54,
|
| 59 |
+
"각": 55,
|
| 60 |
+
"간": 56,
|
| 61 |
+
"갇": 57,
|
| 62 |
+
"갈": 58,
|
| 63 |
+
"갉": 59,
|
| 64 |
+
"감": 60,
|
| 65 |
+
"갑": 61,
|
| 66 |
+
"값": 62,
|
| 67 |
+
"갓": 63,
|
| 68 |
+
"갔": 64,
|
| 69 |
+
"강": 65,
|
| 70 |
+
"갖": 66,
|
| 71 |
+
"같": 67,
|
| 72 |
+
"갚": 68,
|
| 73 |
+
"갛": 69,
|
| 74 |
+
"개": 70,
|
| 75 |
+
"객": 71,
|
| 76 |
+
"갠": 72,
|
| 77 |
+
"갤": 73,
|
| 78 |
+
"갬": 74,
|
| 79 |
+
"갭": 75,
|
| 80 |
+
"갯": 76,
|
| 81 |
+
"갰": 77,
|
| 82 |
+
"갱": 78,
|
| 83 |
+
"갸": 79,
|
| 84 |
+
"걀": 80,
|
| 85 |
+
"걍": 81,
|
| 86 |
+
"걔": 82,
|
| 87 |
+
"걘": 83,
|
| 88 |
+
"거": 84,
|
| 89 |
+
"걱": 85,
|
| 90 |
+
"건": 86,
|
| 91 |
+
"걷": 87,
|
| 92 |
+
"걸": 88,
|
| 93 |
+
"검": 89,
|
| 94 |
+
"겁": 90,
|
| 95 |
+
"것": 91,
|
| 96 |
+
"겄": 92,
|
| 97 |
+
"겅": 93,
|
| 98 |
+
"겉": 94,
|
| 99 |
+
"겊": 95,
|
| 100 |
+
"겋": 96,
|
| 101 |
+
"게": 97,
|
| 102 |
+
"겍": 98,
|
| 103 |
+
"겐": 99,
|
| 104 |
+
"겔": 100,
|
| 105 |
+
"겜": 101,
|
| 106 |
+
"겟": 102,
|
| 107 |
+
"겠": 103,
|
| 108 |
+
"겨": 104,
|
| 109 |
+
"격": 105,
|
| 110 |
+
"겪": 106,
|
| 111 |
+
"견": 107,
|
| 112 |
+
"결": 108,
|
| 113 |
+
"겸": 109,
|
| 114 |
+
"겹": 110,
|
| 115 |
+
"겼": 111,
|
| 116 |
+
"경": 112,
|
| 117 |
+
"곁": 113,
|
| 118 |
+
"계": 114,
|
| 119 |
+
"곗": 115,
|
| 120 |
+
"곘": 116,
|
| 121 |
+
"고": 117,
|
| 122 |
+
"곡": 118,
|
| 123 |
+
"곤": 119,
|
| 124 |
+
"곧": 120,
|
| 125 |
+
"골": 121,
|
| 126 |
+
"곪": 122,
|
| 127 |
+
"곯": 123,
|
| 128 |
+
"곰": 124,
|
| 129 |
+
"곱": 125,
|
| 130 |
+
"곳": 126,
|
| 131 |
+
"공": 127,
|
| 132 |
+
"과": 128,
|
| 133 |
+
"곽": 129,
|
| 134 |
+
"관": 130,
|
| 135 |
+
"괄": 131,
|
| 136 |
+
"괌": 132,
|
| 137 |
+
"광": 133,
|
| 138 |
+
"괘": 134,
|
| 139 |
+
"괜": 135,
|
| 140 |
+
"괴": 136,
|
| 141 |
+
"굉": 137,
|
| 142 |
+
"교": 138,
|
| 143 |
+
"굘": 139,
|
| 144 |
+
"굥": 140,
|
| 145 |
+
"구": 141,
|
| 146 |
+
"국": 142,
|
| 147 |
+
"군": 143,
|
| 148 |
+
"굳": 144,
|
| 149 |
+
"굴": 145,
|
| 150 |
+
"굵": 146,
|
| 151 |
+
"굶": 147,
|
| 152 |
+
"굷": 148,
|
| 153 |
+
"굼": 149,
|
| 154 |
+
"굽": 150,
|
| 155 |
+
"굿": 151,
|
| 156 |
+
"궁": 152,
|
| 157 |
+
"궈": 153,
|
| 158 |
+
"권": 154,
|
| 159 |
+
"궐": 155,
|
| 160 |
+
"궜": 156,
|
| 161 |
+
"궤": 157,
|
| 162 |
+
"귀": 158,
|
| 163 |
+
"귄": 159,
|
| 164 |
+
"귓": 160,
|
| 165 |
+
"규": 161,
|
| 166 |
+
"균": 162,
|
| 167 |
+
"귤": 163,
|
| 168 |
+
"그": 164,
|
| 169 |
+
"극": 165,
|
| 170 |
+
"근": 166,
|
| 171 |
+
"귿": 167,
|
| 172 |
+
"글": 168,
|
| 173 |
+
"긁": 169,
|
| 174 |
+
"금": 170,
|
| 175 |
+
"급": 171,
|
| 176 |
+
"긋": 172,
|
| 177 |
+
"긍": 173,
|
| 178 |
+
"긎": 174,
|
| 179 |
+
"긓": 175,
|
| 180 |
+
"기": 176,
|
| 181 |
+
"긱": 177,
|
| 182 |
+
"긴": 178,
|
| 183 |
+
"길": 179,
|
| 184 |
+
"김": 180,
|
| 185 |
+
"깁": 181,
|
| 186 |
+
"깃": 182,
|
| 187 |
+
"깄": 183,
|
| 188 |
+
"깅": 184,
|
| 189 |
+
"깊": 185,
|
| 190 |
+
"까": 186,
|
| 191 |
+
"깍": 187,
|
| 192 |
+
"깎": 188,
|
| 193 |
+
"깐": 189,
|
| 194 |
+
"깔": 190,
|
| 195 |
+
"깜": 191,
|
| 196 |
+
"깝": 192,
|
| 197 |
+
"깠": 193,
|
| 198 |
+
"깡": 194,
|
| 199 |
+
"깥": 195,
|
| 200 |
+
"깨": 196,
|
| 201 |
+
"깬": 197,
|
| 202 |
+
"깰": 198,
|
| 203 |
+
"깸": 199,
|
| 204 |
+
"깹": 200,
|
| 205 |
+
"깻": 201,
|
| 206 |
+
"깼": 202,
|
| 207 |
+
"깽": 203,
|
| 208 |
+
"꺄": 204,
|
| 209 |
+
"꺠": 205,
|
| 210 |
+
"꺵": 206,
|
| 211 |
+
"꺼": 207,
|
| 212 |
+
"꺽": 208,
|
| 213 |
+
"꺾": 209,
|
| 214 |
+
"껀": 210,
|
| 215 |
+
"껄": 211,
|
| 216 |
+
"껌": 212,
|
| 217 |
+
"껍": 213,
|
| 218 |
+
"껏": 214,
|
| 219 |
+
"껐": 215,
|
| 220 |
+
"껑": 216,
|
| 221 |
+
"께": 217,
|
| 222 |
+
"껬": 218,
|
| 223 |
+
"껴": 219,
|
| 224 |
+
"꼈": 220,
|
| 225 |
+
"꼐": 221,
|
| 226 |
+
"꼬": 222,
|
| 227 |
+
"꼭": 223,
|
| 228 |
+
"꼰": 224,
|
| 229 |
+
"꼴": 225,
|
| 230 |
+
"꼼": 226,
|
| 231 |
+
"꼽": 227,
|
| 232 |
+
"꼿": 228,
|
| 233 |
+
"꽁": 229,
|
| 234 |
+
"꽂": 230,
|
| 235 |
+
"꽃": 231,
|
| 236 |
+
"꽈": 232,
|
| 237 |
+
"꽉": 233,
|
| 238 |
+
"꽝": 234,
|
| 239 |
+
"꽤": 235,
|
| 240 |
+
"꽥": 236,
|
| 241 |
+
"꽹": 237,
|
| 242 |
+
"꾀": 238,
|
| 243 |
+
"꾸": 239,
|
| 244 |
+
"꾹": 240,
|
| 245 |
+
"꾼": 241,
|
| 246 |
+
"꿀": 242,
|
| 247 |
+
"꿇": 243,
|
| 248 |
+
"꿈": 244,
|
| 249 |
+
"꿉": 245,
|
| 250 |
+
"꿋": 246,
|
| 251 |
+
"꿍": 247,
|
| 252 |
+
"꿔": 248,
|
| 253 |
+
"꿨": 249,
|
| 254 |
+
"꿩": 250,
|
| 255 |
+
"꿰": 251,
|
| 256 |
+
"뀌": 252,
|
| 257 |
+
"뀐": 253,
|
| 258 |
+
"뀔": 254,
|
| 259 |
+
"뀝": 255,
|
| 260 |
+
"뀨": 256,
|
| 261 |
+
"끄": 257,
|
| 262 |
+
"끅": 258,
|
| 263 |
+
"끈": 259,
|
| 264 |
+
"끊": 260,
|
| 265 |
+
"끌": 261,
|
| 266 |
+
"끍": 262,
|
| 267 |
+
"끓": 263,
|
| 268 |
+
"끔": 264,
|
| 269 |
+
"끕": 265,
|
| 270 |
+
"끗": 266,
|
| 271 |
+
"끙": 267,
|
| 272 |
+
"끝": 268,
|
| 273 |
+
"끼": 269,
|
| 274 |
+
"끽": 270,
|
| 275 |
+
"낀": 271,
|
| 276 |
+
"낄": 272,
|
| 277 |
+
"낌": 273,
|
| 278 |
+
"낍": 274,
|
| 279 |
+
"낑": 275,
|
| 280 |
+
"나": 276,
|
| 281 |
+
"낙": 277,
|
| 282 |
+
"낚": 278,
|
| 283 |
+
"난": 279,
|
| 284 |
+
"날": 280,
|
| 285 |
+
"낡": 281,
|
| 286 |
+
"남": 282,
|
| 287 |
+
"납": 283,
|
| 288 |
+
"낫": 284,
|
| 289 |
+
"났": 285,
|
| 290 |
+
"낭": 286,
|
| 291 |
+
"낮": 287,
|
| 292 |
+
"낯": 288,
|
| 293 |
+
"낱": 289,
|
| 294 |
+
"낳": 290,
|
| 295 |
+
"내": 291,
|
| 296 |
+
"낸": 292,
|
| 297 |
+
"낼": 293,
|
| 298 |
+
"냄": 294,
|
| 299 |
+
"냅": 295,
|
| 300 |
+
"냈": 296,
|
| 301 |
+
"냉": 297,
|
| 302 |
+
"냐": 298,
|
| 303 |
+
"냠": 299,
|
| 304 |
+
"냥": 300,
|
| 305 |
+
"너": 301,
|
| 306 |
+
"넉": 302,
|
| 307 |
+
"넋": 303,
|
| 308 |
+
"넌": 304,
|
| 309 |
+
"널": 305,
|
| 310 |
+
"넒": 306,
|
| 311 |
+
"넓": 307,
|
| 312 |
+
"넘": 308,
|
| 313 |
+
"넙": 309,
|
| 314 |
+
"넛": 310,
|
| 315 |
+
"넜": 311,
|
| 316 |
+
"넝": 312,
|
| 317 |
+
"넣": 313,
|
| 318 |
+
"네": 314,
|
| 319 |
+
"넥": 315,
|
| 320 |
+
"넬": 316,
|
| 321 |
+
"넴": 317,
|
| 322 |
+
"넵": 318,
|
| 323 |
+
"넷": 319,
|
| 324 |
+
"녀": 320,
|
| 325 |
+
"녁": 321,
|
| 326 |
+
"년": 322,
|
| 327 |
+
"념": 323,
|
| 328 |
+
"녔": 324,
|
| 329 |
+
"녕": 325,
|
| 330 |
+
"녜": 326,
|
| 331 |
+
"노": 327,
|
| 332 |
+
"녹": 328,
|
| 333 |
+
"논": 329,
|
| 334 |
+
"놀": 330,
|
| 335 |
+
"놈": 331,
|
| 336 |
+
"놉": 332,
|
| 337 |
+
"농": 333,
|
| 338 |
+
"높": 334,
|
| 339 |
+
"놓": 335,
|
| 340 |
+
"놔": 336,
|
| 341 |
+
"놨": 337,
|
| 342 |
+
"뇌": 338,
|
| 343 |
+
"뇨": 339,
|
| 344 |
+
"뇰": 340,
|
| 345 |
+
"뇽": 341,
|
| 346 |
+
"누": 342,
|
| 347 |
+
"눅": 343,
|
| 348 |
+
"눈": 344,
|
| 349 |
+
"눌": 345,
|
| 350 |
+
"눔": 346,
|
| 351 |
+
"눕": 347,
|
| 352 |
+
"눗": 348,
|
| 353 |
+
"눙": 349,
|
| 354 |
+
"눠": 350,
|
| 355 |
+
"눴": 351,
|
| 356 |
+
"뉘": 352,
|
| 357 |
+
"뉜": 353,
|
| 358 |
+
"뉴": 354,
|
| 359 |
+
"늄": 355,
|
| 360 |
+
"느": 356,
|
| 361 |
+
"늑": 357,
|
| 362 |
+
"는": 358,
|
| 363 |
+
"늘": 359,
|
| 364 |
+
"늙": 360,
|
| 365 |
+
"늠": 361,
|
| 366 |
+
"능": 362,
|
| 367 |
+
"늦": 363,
|
| 368 |
+
"늬": 364,
|
| 369 |
+
"니": 365,
|
| 370 |
+
"닉": 366,
|
| 371 |
+
"닌": 367,
|
| 372 |
+
"닐": 368,
|
| 373 |
+
"님": 369,
|
| 374 |
+
"닙": 370,
|
| 375 |
+
"닛": 371,
|
| 376 |
+
"닝": 372,
|
| 377 |
+
"닢": 373,
|
| 378 |
+
"다": 374,
|
| 379 |
+
"닥": 375,
|
| 380 |
+
"닦": 376,
|
| 381 |
+
"단": 377,
|
| 382 |
+
"닫": 378,
|
| 383 |
+
"달": 379,
|
| 384 |
+
"닭": 380,
|
| 385 |
+
"닮": 381,
|
| 386 |
+
"닳": 382,
|
| 387 |
+
"담": 383,
|
| 388 |
+
"답": 384,
|
| 389 |
+
"닷": 385,
|
| 390 |
+
"당": 386,
|
| 391 |
+
"닻": 387,
|
| 392 |
+
"닿": 388,
|
| 393 |
+
"대": 389,
|
| 394 |
+
"댁": 390,
|
| 395 |
+
"댄": 391,
|
| 396 |
+
"댈": 392,
|
| 397 |
+
"댐": 393,
|
| 398 |
+
"댑": 394,
|
| 399 |
+
"댓": 395,
|
| 400 |
+
"댔": 396,
|
| 401 |
+
"댕": 397,
|
| 402 |
+
"댜": 398,
|
| 403 |
+
"더": 399,
|
| 404 |
+
"덕": 400,
|
| 405 |
+
"던": 401,
|
| 406 |
+
"덜": 402,
|
| 407 |
+
"덞": 403,
|
| 408 |
+
"덟": 404,
|
| 409 |
+
"덤": 405,
|
| 410 |
+
"덥": 406,
|
| 411 |
+
"덧": 407,
|
| 412 |
+
"덩": 408,
|
| 413 |
+
"덫": 409,
|
| 414 |
+
"덮": 410,
|
| 415 |
+
"데": 411,
|
| 416 |
+
"덱": 412,
|
| 417 |
+
"덴": 413,
|
| 418 |
+
"델": 414,
|
| 419 |
+
"뎀": 415,
|
| 420 |
+
"뎁": 416,
|
| 421 |
+
"뎃": 417,
|
| 422 |
+
"뎅": 418,
|
| 423 |
+
"뎌": 419,
|
| 424 |
+
"도": 420,
|
| 425 |
+
"독": 421,
|
| 426 |
+
"돈": 422,
|
| 427 |
+
"돋": 423,
|
| 428 |
+
"돌": 424,
|
| 429 |
+
"돔": 425,
|
| 430 |
+
"돕": 426,
|
| 431 |
+
"돗": 427,
|
| 432 |
+
"동": 428,
|
| 433 |
+
"돠": 429,
|
| 434 |
+
"돼": 430,
|
| 435 |
+
"됄": 431,
|
| 436 |
+
"됐": 432,
|
| 437 |
+
"되": 433,
|
| 438 |
+
"된": 434,
|
| 439 |
+
"될": 435,
|
| 440 |
+
"됨": 436,
|
| 441 |
+
"됩": 437,
|
| 442 |
+
"됬": 438,
|
| 443 |
+
"두": 439,
|
| 444 |
+
"둑": 440,
|
| 445 |
+
"둔": 441,
|
| 446 |
+
"둘": 442,
|
| 447 |
+
"둠": 443,
|
| 448 |
+
"둡": 444,
|
| 449 |
+
"둥": 445,
|
| 450 |
+
"둬": 446,
|
| 451 |
+
"뒀": 447,
|
| 452 |
+
"뒤": 448,
|
| 453 |
+
"뒨": 449,
|
| 454 |
+
"뒷": 450,
|
| 455 |
+
"뒹": 451,
|
| 456 |
+
"듀": 452,
|
| 457 |
+
"듄": 453,
|
| 458 |
+
"드": 454,
|
| 459 |
+
"득": 455,
|
| 460 |
+
"든": 456,
|
| 461 |
+
"듣": 457,
|
| 462 |
+
"들": 458,
|
| 463 |
+
"듦": 459,
|
| 464 |
+
"듬": 460,
|
| 465 |
+
"듭": 461,
|
| 466 |
+
"듯": 462,
|
| 467 |
+
"등": 463,
|
| 468 |
+
"디": 464,
|
| 469 |
+
"딕": 465,
|
| 470 |
+
"딘": 466,
|
| 471 |
+
"딛": 467,
|
| 472 |
+
"딜": 468,
|
| 473 |
+
"딤": 469,
|
| 474 |
+
"딧": 470,
|
| 475 |
+
"딨": 471,
|
| 476 |
+
"딩": 472,
|
| 477 |
+
"딪": 473,
|
| 478 |
+
"따": 474,
|
| 479 |
+
"딱": 475,
|
| 480 |
+
"딲": 476,
|
| 481 |
+
"딴": 477,
|
| 482 |
+
"딸": 478,
|
| 483 |
+
"땀": 479,
|
| 484 |
+
"땄": 480,
|
| 485 |
+
"땅": 481,
|
| 486 |
+
"때": 482,
|
| 487 |
+
"땐": 483,
|
| 488 |
+
"땜": 484,
|
| 489 |
+
"땠": 485,
|
| 490 |
+
"땡": 486,
|
| 491 |
+
"떄": 487,
|
| 492 |
+
"떙": 488,
|
| 493 |
+
"떠": 489,
|
| 494 |
+
"떡": 490,
|
| 495 |
+
"떤": 491,
|
| 496 |
+
"떨": 492,
|
| 497 |
+
"떫": 493,
|
| 498 |
+
"떱": 494,
|
| 499 |
+
"떳": 495,
|
| 500 |
+
"떴": 496,
|
| 501 |
+
"떻": 497,
|
| 502 |
+
"떼": 498,
|
| 503 |
+
"뗀": 499,
|
| 504 |
+
"뗏": 500,
|
| 505 |
+
"뗐": 501,
|
| 506 |
+
"또": 502,
|
| 507 |
+
"똑": 503,
|
| 508 |
+
"똘": 504,
|
| 509 |
+
"똠": 505,
|
| 510 |
+
"똥": 506,
|
| 511 |
+
"뙤": 507,
|
| 512 |
+
"뚜": 508,
|
| 513 |
+
"뚝": 509,
|
| 514 |
+
"뚤": 510,
|
| 515 |
+
"뚫": 511,
|
| 516 |
+
"뚱": 512,
|
| 517 |
+
"뛰": 513,
|
| 518 |
+
"뛴": 514,
|
| 519 |
+
"뛸": 515,
|
| 520 |
+
"뜀": 516,
|
| 521 |
+
"뜁": 517,
|
| 522 |
+
"뜨": 518,
|
| 523 |
+
"뜩": 519,
|
| 524 |
+
"뜬": 520,
|
| 525 |
+
"뜯": 521,
|
| 526 |
+
"뜰": 522,
|
| 527 |
+
"뜸": 523,
|
| 528 |
+
"뜹": 524,
|
| 529 |
+
"뜻": 525,
|
| 530 |
+
"뜽": 526,
|
| 531 |
+
"띄": 527,
|
| 532 |
+
"띈": 528,
|
| 533 |
+
"띌": 529,
|
| 534 |
+
"띕": 530,
|
| 535 |
+
"띠": 531,
|
| 536 |
+
"띡": 532,
|
| 537 |
+
"띤": 533,
|
| 538 |
+
"띵": 534,
|
| 539 |
+
"라": 535,
|
| 540 |
+
"락": 536,
|
| 541 |
+
"란": 537,
|
| 542 |
+
"랄": 538,
|
| 543 |
+
"람": 539,
|
| 544 |
+
"랍": 540,
|
| 545 |
+
"랏": 541,
|
| 546 |
+
"랐": 542,
|
| 547 |
+
"랑": 543,
|
| 548 |
+
"랖": 544,
|
| 549 |
+
"랗": 545,
|
| 550 |
+
"래": 546,
|
| 551 |
+
"랙": 547,
|
| 552 |
+
"랜": 548,
|
| 553 |
+
"랠": 549,
|
| 554 |
+
"램": 550,
|
| 555 |
+
"랩": 551,
|
| 556 |
+
"랫": 552,
|
| 557 |
+
"랬": 553,
|
| 558 |
+
"랭": 554,
|
| 559 |
+
"랴": 555,
|
| 560 |
+
"략": 556,
|
| 561 |
+
"럈": 557,
|
| 562 |
+
"량": 558,
|
| 563 |
+
"러": 559,
|
| 564 |
+
"럭": 560,
|
| 565 |
+
"런": 561,
|
| 566 |
+
"럴": 562,
|
| 567 |
+
"럼": 563,
|
| 568 |
+
"럽": 564,
|
| 569 |
+
"럿": 565,
|
| 570 |
+
"렀": 566,
|
| 571 |
+
"렁": 567,
|
| 572 |
+
"렇": 568,
|
| 573 |
+
"레": 569,
|
| 574 |
+
"렉": 570,
|
| 575 |
+
"렌": 571,
|
| 576 |
+
"렐": 572,
|
| 577 |
+
"렘": 573,
|
| 578 |
+
"렙": 574,
|
| 579 |
+
"렛": 575,
|
| 580 |
+
"렝": 576,
|
| 581 |
+
"려": 577,
|
| 582 |
+
"력": 578,
|
| 583 |
+
"련": 579,
|
| 584 |
+
"렬": 580,
|
| 585 |
+
"렴": 581,
|
| 586 |
+
"렵": 582,
|
| 587 |
+
"렷": 583,
|
| 588 |
+
"렸": 584,
|
| 589 |
+
"령": 585,
|
| 590 |
+
"렼": 586,
|
| 591 |
+
"례": 587,
|
| 592 |
+
"로": 588,
|
| 593 |
+
"록": 589,
|
| 594 |
+
"론": 590,
|
| 595 |
+
"롤": 591,
|
| 596 |
+
"롬": 592,
|
| 597 |
+
"롭": 593,
|
| 598 |
+
"롯": 594,
|
| 599 |
+
"롱": 595,
|
| 600 |
+
"롷": 596,
|
| 601 |
+
"롸": 597,
|
| 602 |
+
"뢰": 598,
|
| 603 |
+
"료": 599,
|
| 604 |
+
"룐": 600,
|
| 605 |
+
"룟": 601,
|
| 606 |
+
"룡": 602,
|
| 607 |
+
"루": 603,
|
| 608 |
+
"룩": 604,
|
| 609 |
+
"룬": 605,
|
| 610 |
+
"룰": 606,
|
| 611 |
+
"룸": 607,
|
| 612 |
+
"룹": 608,
|
| 613 |
+
"룻": 609,
|
| 614 |
+
"룽": 610,
|
| 615 |
+
"뤄": 611,
|
| 616 |
+
"뤘": 612,
|
| 617 |
+
"뤼": 613,
|
| 618 |
+
"류": 614,
|
| 619 |
+
"륙": 615,
|
| 620 |
+
"륜": 616,
|
| 621 |
+
"률": 617,
|
| 622 |
+
"륨": 618,
|
| 623 |
+
"륭": 619,
|
| 624 |
+
"르": 620,
|
| 625 |
+
"륵": 621,
|
| 626 |
+
"른": 622,
|
| 627 |
+
"를": 623,
|
| 628 |
+
"름": 624,
|
| 629 |
+
"릅": 625,
|
| 630 |
+
"릇": 626,
|
| 631 |
+
"릉": 627,
|
| 632 |
+
"릎": 628,
|
| 633 |
+
"릏": 629,
|
| 634 |
+
"리": 630,
|
| 635 |
+
"릭": 631,
|
| 636 |
+
"린": 632,
|
| 637 |
+
"릴": 633,
|
| 638 |
+
"림": 634,
|
| 639 |
+
"립": 635,
|
| 640 |
+
"릿": 636,
|
| 641 |
+
"링": 637,
|
| 642 |
+
"마": 638,
|
| 643 |
+
"막": 639,
|
| 644 |
+
"만": 640,
|
| 645 |
+
"많": 641,
|
| 646 |
+
"맏": 642,
|
| 647 |
+
"말": 643,
|
| 648 |
+
"맑": 644,
|
| 649 |
+
"맘": 645,
|
| 650 |
+
"맙": 646,
|
| 651 |
+
"맛": 647,
|
| 652 |
+
"망": 648,
|
| 653 |
+
"맞": 649,
|
| 654 |
+
"맡": 650,
|
| 655 |
+
"맣": 651,
|
| 656 |
+
"매": 652,
|
| 657 |
+
"맥": 653,
|
| 658 |
+
"맨": 654,
|
| 659 |
+
"맬": 655,
|
| 660 |
+
"맴": 656,
|
| 661 |
+
"맵": 657,
|
| 662 |
+
"맷": 658,
|
| 663 |
+
"맸": 659,
|
| 664 |
+
"맹": 660,
|
| 665 |
+
"맺": 661,
|
| 666 |
+
"먀": 662,
|
| 667 |
+
"머": 663,
|
| 668 |
+
"먹": 664,
|
| 669 |
+
"먼": 665,
|
| 670 |
+
"멀": 666,
|
| 671 |
+
"멈": 667,
|
| 672 |
+
"멉": 668,
|
| 673 |
+
"멋": 669,
|
| 674 |
+
"멍": 670,
|
| 675 |
+
"멎": 671,
|
| 676 |
+
"멓": 672,
|
| 677 |
+
"메": 673,
|
| 678 |
+
"멕": 674,
|
| 679 |
+
"멘": 675,
|
| 680 |
+
"멜": 676,
|
| 681 |
+
"멤": 677,
|
| 682 |
+
"멧": 678,
|
| 683 |
+
"멩": 679,
|
| 684 |
+
"며": 680,
|
| 685 |
+
"멱": 681,
|
| 686 |
+
"면": 682,
|
| 687 |
+
"멸": 683,
|
| 688 |
+
"명": 684,
|
| 689 |
+
"몇": 685,
|
| 690 |
+
"모": 686,
|
| 691 |
+
"목": 687,
|
| 692 |
+
"몫": 688,
|
| 693 |
+
"몬": 689,
|
| 694 |
+
"몰": 690,
|
| 695 |
+
"몸": 691,
|
| 696 |
+
"몹": 692,
|
| 697 |
+
"못": 693,
|
| 698 |
+
"몽": 694,
|
| 699 |
+
"묘": 695,
|
| 700 |
+
"무": 696,
|
| 701 |
+
"묵": 697,
|
| 702 |
+
"묶": 698,
|
| 703 |
+
"문": 699,
|
| 704 |
+
"묻": 700,
|
| 705 |
+
"물": 701,
|
| 706 |
+
"묽": 702,
|
| 707 |
+
"뭅": 703,
|
| 708 |
+
"뭇": 704,
|
| 709 |
+
"뭉": 705,
|
| 710 |
+
"뭍": 706,
|
| 711 |
+
"뭐": 707,
|
| 712 |
+
"뭔": 708,
|
| 713 |
+
"뭘": 709,
|
| 714 |
+
"뭡": 710,
|
| 715 |
+
"뭣": 711,
|
| 716 |
+
"뮈": 712,
|
| 717 |
+
"뮤": 713,
|
| 718 |
+
"뮬": 714,
|
| 719 |
+
"뮹": 715,
|
| 720 |
+
"므": 716,
|
| 721 |
+
"믄": 717,
|
| 722 |
+
"믈": 718,
|
| 723 |
+
"미": 719,
|
| 724 |
+
"믹": 720,
|
| 725 |
+
"민": 721,
|
| 726 |
+
"믿": 722,
|
| 727 |
+
"밀": 723,
|
| 728 |
+
"밈": 724,
|
| 729 |
+
"밉": 725,
|
| 730 |
+
"밋": 726,
|
| 731 |
+
"밌": 727,
|
| 732 |
+
"밍": 728,
|
| 733 |
+
"및": 729,
|
| 734 |
+
"밑": 730,
|
| 735 |
+
"바": 731,
|
| 736 |
+
"박": 732,
|
| 737 |
+
"밖": 733,
|
| 738 |
+
"반": 734,
|
| 739 |
+
"받": 735,
|
| 740 |
+
"발": 736,
|
| 741 |
+
"밝": 737,
|
| 742 |
+
"밟": 738,
|
| 743 |
+
"밤": 739,
|
| 744 |
+
"밥": 740,
|
| 745 |
+
"밧": 741,
|
| 746 |
+
"방": 742,
|
| 747 |
+
"밭": 743,
|
| 748 |
+
"배": 744,
|
| 749 |
+
"백": 745,
|
| 750 |
+
"밴": 746,
|
| 751 |
+
"밸": 747,
|
| 752 |
+
"뱀": 748,
|
| 753 |
+
"뱁": 749,
|
| 754 |
+
"뱃": 750,
|
| 755 |
+
"뱅": 751,
|
| 756 |
+
"뱉": 752,
|
| 757 |
+
"버": 753,
|
| 758 |
+
"벅": 754,
|
| 759 |
+
"번": 755,
|
| 760 |
+
"벌": 756,
|
| 761 |
+
"범": 757,
|
| 762 |
+
"법": 758,
|
| 763 |
+
"벗": 759,
|
| 764 |
+
"벙": 760,
|
| 765 |
+
"벚": 761,
|
| 766 |
+
"베": 762,
|
| 767 |
+
"벡": 763,
|
| 768 |
+
"벤": 764,
|
| 769 |
+
"벨": 765,
|
| 770 |
+
"벳": 766,
|
| 771 |
+
"벵": 767,
|
| 772 |
+
"벼": 768,
|
| 773 |
+
"벽": 769,
|
| 774 |
+
"변": 770,
|
| 775 |
+
"별": 771,
|
| 776 |
+
"볍": 772,
|
| 777 |
+
"볐": 773,
|
| 778 |
+
"병": 774,
|
| 779 |
+
"볕": 775,
|
| 780 |
+
"보": 776,
|
| 781 |
+
"복": 777,
|
| 782 |
+
"볶": 778,
|
| 783 |
+
"본": 779,
|
| 784 |
+
"볼": 780,
|
| 785 |
+
"봄": 781,
|
| 786 |
+
"봅": 782,
|
| 787 |
+
"봇": 783,
|
| 788 |
+
"봈": 784,
|
| 789 |
+
"봉": 785,
|
| 790 |
+
"봐": 786,
|
| 791 |
+
"봤": 787,
|
| 792 |
+
"봬": 788,
|
| 793 |
+
"뵀": 789,
|
| 794 |
+
"뵈": 790,
|
| 795 |
+
"뵌": 791,
|
| 796 |
+
"뵐": 792,
|
| 797 |
+
"뵙": 793,
|
| 798 |
+
"뵜": 794,
|
| 799 |
+
"부": 795,
|
| 800 |
+
"북": 796,
|
| 801 |
+
"분": 797,
|
| 802 |
+
"불": 798,
|
| 803 |
+
"붉": 799,
|
| 804 |
+
"붐": 800,
|
| 805 |
+
"붑": 801,
|
| 806 |
+
"붓": 802,
|
| 807 |
+
"붕": 803,
|
| 808 |
+
"붙": 804,
|
| 809 |
+
"뷔": 805,
|
| 810 |
+
"뷰": 806,
|
| 811 |
+
"뷸": 807,
|
| 812 |
+
"브": 808,
|
| 813 |
+
"븐": 809,
|
| 814 |
+
"블": 810,
|
| 815 |
+
"비": 811,
|
| 816 |
+
"빅": 812,
|
| 817 |
+
"빈": 813,
|
| 818 |
+
"빌": 814,
|
| 819 |
+
"빔": 815,
|
| 820 |
+
"빕": 816,
|
| 821 |
+
"빗": 817,
|
| 822 |
+
"빙": 818,
|
| 823 |
+
"빚": 819,
|
| 824 |
+
"빛": 820,
|
| 825 |
+
"빠": 821,
|
| 826 |
+
"빡": 822,
|
| 827 |
+
"빤": 823,
|
| 828 |
+
"빨": 824,
|
| 829 |
+
"빰": 825,
|
| 830 |
+
"빳": 826,
|
| 831 |
+
"빴": 827,
|
| 832 |
+
"빵": 828,
|
| 833 |
+
"빼": 829,
|
| 834 |
+
"빽": 830,
|
| 835 |
+
"뺀": 831,
|
| 836 |
+
"뺄": 832,
|
| 837 |
+
"뺍": 833,
|
| 838 |
+
"뺏": 834,
|
| 839 |
+
"뺐": 835,
|
| 840 |
+
"뺑": 836,
|
| 841 |
+
"뺨": 837,
|
| 842 |
+
"뺭": 838,
|
| 843 |
+
"뺴": 839,
|
| 844 |
+
"뺼": 840,
|
| 845 |
+
"뻇": 841,
|
| 846 |
+
"뻐": 842,
|
| 847 |
+
"뻑": 843,
|
| 848 |
+
"뻔": 844,
|
| 849 |
+
"뻗": 845,
|
| 850 |
+
"뻘": 846,
|
| 851 |
+
"뻣": 847,
|
| 852 |
+
"뻤": 848,
|
| 853 |
+
"뻥": 849,
|
| 854 |
+
"뼈": 850,
|
| 855 |
+
"뼘": 851,
|
| 856 |
+
"뼝": 852,
|
| 857 |
+
"뽀": 853,
|
| 858 |
+
"뽁": 854,
|
| 859 |
+
"뽄": 855,
|
| 860 |
+
"뽑": 856,
|
| 861 |
+
"뽕": 857,
|
| 862 |
+
"뾰": 858,
|
| 863 |
+
"뾱": 859,
|
| 864 |
+
"뿅": 860,
|
| 865 |
+
"뿌": 861,
|
| 866 |
+
"뿍": 862,
|
| 867 |
+
"뿐": 863,
|
| 868 |
+
"뿔": 864,
|
| 869 |
+
"뿜": 865,
|
| 870 |
+
"뿡": 866,
|
| 871 |
+
"쁘": 867,
|
| 872 |
+
"쁜": 868,
|
| 873 |
+
"쁠": 869,
|
| 874 |
+
"쁨": 870,
|
| 875 |
+
"쁩": 871,
|
| 876 |
+
"삐": 872,
|
| 877 |
+
"삔": 873,
|
| 878 |
+
"삘": 874,
|
| 879 |
+
"삥": 875,
|
| 880 |
+
"사": 876,
|
| 881 |
+
"삭": 877,
|
| 882 |
+
"산": 878,
|
| 883 |
+
"살": 879,
|
| 884 |
+
"삶": 880,
|
| 885 |
+
"삼": 881,
|
| 886 |
+
"삽": 882,
|
| 887 |
+
"삿": 883,
|
| 888 |
+
"샀": 884,
|
| 889 |
+
"상": 885,
|
| 890 |
+
"새": 886,
|
| 891 |
+
"색": 887,
|
| 892 |
+
"샊": 888,
|
| 893 |
+
"샌": 889,
|
| 894 |
+
"샐": 890,
|
| 895 |
+
"샘": 891,
|
| 896 |
+
"샙": 892,
|
| 897 |
+
"샛": 893,
|
| 898 |
+
"샜": 894,
|
| 899 |
+
"생": 895,
|
| 900 |
+
"샤": 896,
|
| 901 |
+
"샥": 897,
|
| 902 |
+
"샨": 898,
|
| 903 |
+
"샬": 899,
|
| 904 |
+
"샴": 900,
|
| 905 |
+
"샵": 901,
|
| 906 |
+
"샷": 902,
|
| 907 |
+
"샹": 903,
|
| 908 |
+
"섀": 904,
|
| 909 |
+
"서": 905,
|
| 910 |
+
"석": 906,
|
| 911 |
+
"섞": 907,
|
| 912 |
+
"선": 908,
|
| 913 |
+
"섣": 909,
|
| 914 |
+
"설": 910,
|
| 915 |
+
"섬": 911,
|
| 916 |
+
"섭": 912,
|
| 917 |
+
"섯": 913,
|
| 918 |
+
"섰": 914,
|
| 919 |
+
"성": 915,
|
| 920 |
+
"세": 916,
|
| 921 |
+
"섹": 917,
|
| 922 |
+
"센": 918,
|
| 923 |
+
"셀": 919,
|
| 924 |
+
"셈": 920,
|
| 925 |
+
"셉": 921,
|
| 926 |
+
"셋": 922,
|
| 927 |
+
"셌": 923,
|
| 928 |
+
"셔": 924,
|
| 929 |
+
"션": 925,
|
| 930 |
+
"셜": 926,
|
| 931 |
+
"셥": 927,
|
| 932 |
+
"셧": 928,
|
| 933 |
+
"셨": 929,
|
| 934 |
+
"셰": 930,
|
| 935 |
+
"소": 931,
|
| 936 |
+
"속": 932,
|
| 937 |
+
"솎": 933,
|
| 938 |
+
"손": 934,
|
| 939 |
+
"솔": 935,
|
| 940 |
+
"솜": 936,
|
| 941 |
+
"솟": 937,
|
| 942 |
+
"송": 938,
|
| 943 |
+
"솥": 939,
|
| 944 |
+
"솨": 940,
|
| 945 |
+
"쇄": 941,
|
| 946 |
+
"쇠": 942,
|
| 947 |
+
"쇼": 943,
|
| 948 |
+
"쇽": 944,
|
| 949 |
+
"숀": 945,
|
| 950 |
+
"숌": 946,
|
| 951 |
+
"숍": 947,
|
| 952 |
+
"숏": 948,
|
| 953 |
+
"숑": 949,
|
| 954 |
+
"수": 950,
|
| 955 |
+
"숙": 951,
|
| 956 |
+
"순": 952,
|
| 957 |
+
"숟": 953,
|
| 958 |
+
"술": 954,
|
| 959 |
+
"숨": 955,
|
| 960 |
+
"숩": 956,
|
| 961 |
+
"숫": 957,
|
| 962 |
+
"숭": 958,
|
| 963 |
+
"숯": 959,
|
| 964 |
+
"숱": 960,
|
| 965 |
+
"숲": 961,
|
| 966 |
+
"숴": 962,
|
| 967 |
+
"쉐": 963,
|
| 968 |
+
"쉘": 964,
|
| 969 |
+
"쉣": 965,
|
| 970 |
+
"쉬": 966,
|
| 971 |
+
"쉭": 967,
|
| 972 |
+
"쉰": 968,
|
| 973 |
+
"쉴": 969,
|
| 974 |
+
"쉼": 970,
|
| 975 |
+
"쉽": 971,
|
| 976 |
+
"쉿": 972,
|
| 977 |
+
"슁": 973,
|
| 978 |
+
"슈": 974,
|
| 979 |
+
"슉": 975,
|
| 980 |
+
"슐": 976,
|
| 981 |
+
"슘": 977,
|
| 982 |
+
"슛": 978,
|
| 983 |
+
"슝": 979,
|
| 984 |
+
"스": 980,
|
| 985 |
+
"슥": 981,
|
| 986 |
+
"슨": 982,
|
| 987 |
+
"슬": 983,
|
| 988 |
+
"슴": 984,
|
| 989 |
+
"습": 985,
|
| 990 |
+
"슷": 986,
|
| 991 |
+
"승": 987,
|
| 992 |
+
"시": 988,
|
| 993 |
+
"식": 989,
|
| 994 |
+
"신": 990,
|
| 995 |
+
"싣": 991,
|
| 996 |
+
"실": 992,
|
| 997 |
+
"싫": 993,
|
| 998 |
+
"심": 994,
|
| 999 |
+
"십": 995,
|
| 1000 |
+
"싯": 996,
|
| 1001 |
+
"싱": 997,
|
| 1002 |
+
"싴": 998,
|
| 1003 |
+
"싶": 999,
|
| 1004 |
+
"싸": 1000,
|
| 1005 |
+
"싹": 1001,
|
| 1006 |
+
"싼": 1002,
|
| 1007 |
+
"쌀": 1003,
|
| 1008 |
+
"쌈": 1004,
|
| 1009 |
+
"쌉": 1005,
|
| 1010 |
+
"쌌": 1006,
|
| 1011 |
+
"쌍": 1007,
|
| 1012 |
+
"쌓": 1008,
|
| 1013 |
+
"쌔": 1009,
|
| 1014 |
+
"쌘": 1010,
|
| 1015 |
+
"쌤": 1011,
|
| 1016 |
+
"쌩": 1012,
|
| 1017 |
+
"쌰": 1013,
|
| 1018 |
+
"썜": 1014,
|
| 1019 |
+
"써": 1015,
|
| 1020 |
+
"썩": 1016,
|
| 1021 |
+
"썬": 1017,
|
| 1022 |
+
"썰": 1018,
|
| 1023 |
+
"썸": 1019,
|
| 1024 |
+
"썹": 1020,
|
| 1025 |
+
"썻": 1021,
|
| 1026 |
+
"썼": 1022,
|
| 1027 |
+
"썽": 1023,
|
| 1028 |
+
"쎄": 1024,
|
| 1029 |
+
"쎈": 1025,
|
| 1030 |
+
"쎌": 1026,
|
| 1031 |
+
"쎘": 1027,
|
| 1032 |
+
"쎼": 1028,
|
| 1033 |
+
"쏘": 1029,
|
| 1034 |
+
"쏙": 1030,
|
| 1035 |
+
"쏜": 1031,
|
| 1036 |
+
"쏟": 1032,
|
| 1037 |
+
"쏠": 1033,
|
| 1038 |
+
"쏩": 1034,
|
| 1039 |
+
"쏭": 1035,
|
| 1040 |
+
"쏴": 1036,
|
| 1041 |
+
"쏵": 1037,
|
| 1042 |
+
"쐈": 1038,
|
| 1043 |
+
"쐬": 1039,
|
| 1044 |
+
"쑈": 1040,
|
| 1045 |
+
"쑤": 1041,
|
| 1046 |
+
"쑥": 1042,
|
| 1047 |
+
"쒸": 1043,
|
| 1048 |
+
"쓰": 1044,
|
| 1049 |
+
"쓱": 1045,
|
| 1050 |
+
"쓴": 1046,
|
| 1051 |
+
"쓸": 1047,
|
| 1052 |
+
"씀": 1048,
|
| 1053 |
+
"씁": 1049,
|
| 1054 |
+
"씌": 1050,
|
| 1055 |
+
"씨": 1051,
|
| 1056 |
+
"씩": 1052,
|
| 1057 |
+
"씬": 1053,
|
| 1058 |
+
"씸": 1054,
|
| 1059 |
+
"씹": 1055,
|
| 1060 |
+
"씻": 1056,
|
| 1061 |
+
"씽": 1057,
|
| 1062 |
+
"아": 1058,
|
| 1063 |
+
"악": 1059,
|
| 1064 |
+
"안": 1060,
|
| 1065 |
+
"앉": 1061,
|
| 1066 |
+
"않": 1062,
|
| 1067 |
+
"알": 1063,
|
| 1068 |
+
"앓": 1064,
|
| 1069 |
+
"암": 1065,
|
| 1070 |
+
"압": 1066,
|
| 1071 |
+
"앗": 1067,
|
| 1072 |
+
"았": 1068,
|
| 1073 |
+
"앙": 1069,
|
| 1074 |
+
"앞": 1070,
|
| 1075 |
+
"애": 1071,
|
| 1076 |
+
"액": 1072,
|
| 1077 |
+
"앤": 1073,
|
| 1078 |
+
"앨": 1074,
|
| 1079 |
+
"앰": 1075,
|
| 1080 |
+
"앱": 1076,
|
| 1081 |
+
"앳": 1077,
|
| 1082 |
+
"앴": 1078,
|
| 1083 |
+
"앵": 1079,
|
| 1084 |
+
"야": 1080,
|
| 1085 |
+
"약": 1081,
|
| 1086 |
+
"얀": 1082,
|
| 1087 |
+
"얄": 1083,
|
| 1088 |
+
"얇": 1084,
|
| 1089 |
+
"얌": 1085,
|
| 1090 |
+
"얍": 1086,
|
| 1091 |
+
"양": 1087,
|
| 1092 |
+
"얕": 1088,
|
| 1093 |
+
"얗": 1089,
|
| 1094 |
+
"얘": 1090,
|
| 1095 |
+
"얜": 1091,
|
| 1096 |
+
"어": 1092,
|
| 1097 |
+
"억": 1093,
|
| 1098 |
+
"언": 1094,
|
| 1099 |
+
"얹": 1095,
|
| 1100 |
+
"얻": 1096,
|
| 1101 |
+
"얼": 1097,
|
| 1102 |
+
"얽": 1098,
|
| 1103 |
+
"엄": 1099,
|
| 1104 |
+
"업": 1100,
|
| 1105 |
+
"없": 1101,
|
| 1106 |
+
"엇": 1102,
|
| 1107 |
+
"었": 1103,
|
| 1108 |
+
"엉": 1104,
|
| 1109 |
+
"엊": 1105,
|
| 1110 |
+
"엌": 1106,
|
| 1111 |
+
"엎": 1107,
|
| 1112 |
+
"에": 1108,
|
| 1113 |
+
"엑": 1109,
|
| 1114 |
+
"엔": 1110,
|
| 1115 |
+
"엘": 1111,
|
| 1116 |
+
"엠": 1112,
|
| 1117 |
+
"엣": 1113,
|
| 1118 |
+
"엥": 1114,
|
| 1119 |
+
"여": 1115,
|
| 1120 |
+
"역": 1116,
|
| 1121 |
+
"엮": 1117,
|
| 1122 |
+
"연": 1118,
|
| 1123 |
+
"열": 1119,
|
| 1124 |
+
"염": 1120,
|
| 1125 |
+
"엽": 1121,
|
| 1126 |
+
"엿": 1122,
|
| 1127 |
+
"였": 1123,
|
| 1128 |
+
"영": 1124,
|
| 1129 |
+
"옅": 1125,
|
| 1130 |
+
"옆": 1126,
|
| 1131 |
+
"옇": 1127,
|
| 1132 |
+
"예": 1128,
|
| 1133 |
+
"옌": 1129,
|
| 1134 |
+
"옐": 1130,
|
| 1135 |
+
"옛": 1131,
|
| 1136 |
+
"오": 1132,
|
| 1137 |
+
"옥": 1133,
|
| 1138 |
+
"온": 1134,
|
| 1139 |
+
"올": 1135,
|
| 1140 |
+
"옮": 1136,
|
| 1141 |
+
"옳": 1137,
|
| 1142 |
+
"옴": 1138,
|
| 1143 |
+
"옵": 1139,
|
| 1144 |
+
"옷": 1140,
|
| 1145 |
+
"옹": 1141,
|
| 1146 |
+
"옻": 1142,
|
| 1147 |
+
"와": 1143,
|
| 1148 |
+
"왁": 1144,
|
| 1149 |
+
"완": 1145,
|
| 1150 |
+
"왈": 1146,
|
| 1151 |
+
"왓": 1147,
|
| 1152 |
+
"왔": 1148,
|
| 1153 |
+
"왕": 1149,
|
| 1154 |
+
"왜": 1150,
|
| 1155 |
+
"왠": 1151,
|
| 1156 |
+
"왤": 1152,
|
| 1157 |
+
"외": 1153,
|
| 1158 |
+
"왼": 1154,
|
| 1159 |
+
"욀": 1155,
|
| 1160 |
+
"요": 1156,
|
| 1161 |
+
"욕": 1157,
|
| 1162 |
+
"욘": 1158,
|
| 1163 |
+
"욜": 1159,
|
| 1164 |
+
"욤": 1160,
|
| 1165 |
+
"욥": 1161,
|
| 1166 |
+
"용": 1162,
|
| 1167 |
+
"우": 1163,
|
| 1168 |
+
"욱": 1164,
|
| 1169 |
+
"운": 1165,
|
| 1170 |
+
"울": 1166,
|
| 1171 |
+
"움": 1167,
|
| 1172 |
+
"웁": 1168,
|
| 1173 |
+
"웃": 1169,
|
| 1174 |
+
"웅": 1170,
|
| 1175 |
+
"워": 1171,
|
| 1176 |
+
"웍": 1172,
|
| 1177 |
+
"원": 1173,
|
| 1178 |
+
"월": 1174,
|
| 1179 |
+
"웜": 1175,
|
| 1180 |
+
"웠": 1176,
|
| 1181 |
+
"웨": 1177,
|
| 1182 |
+
"웩": 1178,
|
| 1183 |
+
"웬": 1179,
|
| 1184 |
+
"웰": 1180,
|
| 1185 |
+
"웹": 1181,
|
| 1186 |
+
"웻": 1182,
|
| 1187 |
+
"웽": 1183,
|
| 1188 |
+
"위": 1184,
|
| 1189 |
+
"윅": 1185,
|
| 1190 |
+
"윈": 1186,
|
| 1191 |
+
"윌": 1187,
|
| 1192 |
+
"윔": 1188,
|
| 1193 |
+
"윗": 1189,
|
| 1194 |
+
"윙": 1190,
|
| 1195 |
+
"유": 1191,
|
| 1196 |
+
"육": 1192,
|
| 1197 |
+
"윤": 1193,
|
| 1198 |
+
"율": 1194,
|
| 1199 |
+
"윱": 1195,
|
| 1200 |
+
"윳": 1196,
|
| 1201 |
+
"융": 1197,
|
| 1202 |
+
"윶": 1198,
|
| 1203 |
+
"윷": 1199,
|
| 1204 |
+
"으": 1200,
|
| 1205 |
+
"윽": 1201,
|
| 1206 |
+
"은": 1202,
|
| 1207 |
+
"읃": 1203,
|
| 1208 |
+
"을": 1204,
|
| 1209 |
+
"읊": 1205,
|
| 1210 |
+
"음": 1206,
|
| 1211 |
+
"읍": 1207,
|
| 1212 |
+
"읏": 1208,
|
| 1213 |
+
"응": 1209,
|
| 1214 |
+
"읒": 1210,
|
| 1215 |
+
"의": 1211,
|
| 1216 |
+
"이": 1212,
|
| 1217 |
+
"익": 1213,
|
| 1218 |
+
"인": 1214,
|
| 1219 |
+
"일": 1215,
|
| 1220 |
+
"읽": 1216,
|
| 1221 |
+
"잃": 1217,
|
| 1222 |
+
"임": 1218,
|
| 1223 |
+
"입": 1219,
|
| 1224 |
+
"잇": 1220,
|
| 1225 |
+
"있": 1221,
|
| 1226 |
+
"잉": 1222,
|
| 1227 |
+
"잊": 1223,
|
| 1228 |
+
"잌": 1224,
|
| 1229 |
+
"잎": 1225,
|
| 1230 |
+
"자": 1226,
|
| 1231 |
+
"작": 1227,
|
| 1232 |
+
"잔": 1228,
|
| 1233 |
+
"잖": 1229,
|
| 1234 |
+
"잘": 1230,
|
| 1235 |
+
"잠": 1231,
|
| 1236 |
+
"잡": 1232,
|
| 1237 |
+
"잣": 1233,
|
| 1238 |
+
"잤": 1234,
|
| 1239 |
+
"장": 1235,
|
| 1240 |
+
"잦": 1236,
|
| 1241 |
+
"재": 1237,
|
| 1242 |
+
"잭": 1238,
|
| 1243 |
+
"잰": 1239,
|
| 1244 |
+
"잴": 1240,
|
| 1245 |
+
"잼": 1241,
|
| 1246 |
+
"잽": 1242,
|
| 1247 |
+
"잿": 1243,
|
| 1248 |
+
"쟀": 1244,
|
| 1249 |
+
"쟁": 1245,
|
| 1250 |
+
"쟝": 1246,
|
| 1251 |
+
"쟤": 1247,
|
| 1252 |
+
"쟨": 1248,
|
| 1253 |
+
"저": 1249,
|
| 1254 |
+
"적": 1250,
|
| 1255 |
+
"전": 1251,
|
| 1256 |
+
"절": 1252,
|
| 1257 |
+
"젊": 1253,
|
| 1258 |
+
"점": 1254,
|
| 1259 |
+
"접": 1255,
|
| 1260 |
+
"젓": 1256,
|
| 1261 |
+
"정": 1257,
|
| 1262 |
+
"젖": 1258,
|
| 1263 |
+
"제": 1259,
|
| 1264 |
+
"젝": 1260,
|
| 1265 |
+
"젠": 1261,
|
| 1266 |
+
"젤": 1262,
|
| 1267 |
+
"젬": 1263,
|
| 1268 |
+
"젯": 1264,
|
| 1269 |
+
"져": 1265,
|
| 1270 |
+
"젼": 1266,
|
| 1271 |
+
"졌": 1267,
|
| 1272 |
+
"조": 1268,
|
| 1273 |
+
"족": 1269,
|
| 1274 |
+
"존": 1270,
|
| 1275 |
+
"졸": 1271,
|
| 1276 |
+
"좀": 1272,
|
| 1277 |
+
"좁": 1273,
|
| 1278 |
+
"좃": 1274,
|
| 1279 |
+
"종": 1275,
|
| 1280 |
+
"좆": 1276,
|
| 1281 |
+
"좋": 1277,
|
| 1282 |
+
"좌": 1278,
|
| 1283 |
+
"좍": 1279,
|
| 1284 |
+
"좔": 1280,
|
| 1285 |
+
"죄": 1281,
|
| 1286 |
+
"죠": 1282,
|
| 1287 |
+
"주": 1283,
|
| 1288 |
+
"죽": 1284,
|
| 1289 |
+
"준": 1285,
|
| 1290 |
+
"줄": 1286,
|
| 1291 |
+
"줌": 1287,
|
| 1292 |
+
"줍": 1288,
|
| 1293 |
+
"줏": 1289,
|
| 1294 |
+
"중": 1290,
|
| 1295 |
+
"줘": 1291,
|
| 1296 |
+
"줬": 1292,
|
| 1297 |
+
"줸": 1293,
|
| 1298 |
+
"쥐": 1294,
|
| 1299 |
+
"쥔": 1295,
|
| 1300 |
+
"쥘": 1296,
|
| 1301 |
+
"쥬": 1297,
|
| 1302 |
+
"즈": 1298,
|
| 1303 |
+
"즉": 1299,
|
| 1304 |
+
"즌": 1300,
|
| 1305 |
+
"즐": 1301,
|
| 1306 |
+
"즘": 1302,
|
| 1307 |
+
"즙": 1303,
|
| 1308 |
+
"증": 1304,
|
| 1309 |
+
"지": 1305,
|
| 1310 |
+
"직": 1306,
|
| 1311 |
+
"진": 1307,
|
| 1312 |
+
"질": 1308,
|
| 1313 |
+
"짊": 1309,
|
| 1314 |
+
"짐": 1310,
|
| 1315 |
+
"집": 1311,
|
| 1316 |
+
"짓": 1312,
|
| 1317 |
+
"징": 1313,
|
| 1318 |
+
"짖": 1314,
|
| 1319 |
+
"짚": 1315,
|
| 1320 |
+
"짜": 1316,
|
| 1321 |
+
"짝": 1317,
|
| 1322 |
+
"짠": 1318,
|
| 1323 |
+
"짤": 1319,
|
| 1324 |
+
"짥": 1320,
|
| 1325 |
+
"짧": 1321,
|
| 1326 |
+
"짬": 1322,
|
| 1327 |
+
"짭": 1323,
|
| 1328 |
+
"짯": 1324,
|
| 1329 |
+
"짰": 1325,
|
| 1330 |
+
"짱": 1326,
|
| 1331 |
+
"째": 1327,
|
| 1332 |
+
"짹": 1328,
|
| 1333 |
+
"짼": 1329,
|
| 1334 |
+
"쨋": 1330,
|
| 1335 |
+
"쨌": 1331,
|
| 1336 |
+
"쨍": 1332,
|
| 1337 |
+
"쨔": 1333,
|
| 1338 |
+
"쨰": 1334,
|
| 1339 |
+
"쩃": 1335,
|
| 1340 |
+
"쩄": 1336,
|
| 1341 |
+
"쩌": 1337,
|
| 1342 |
+
"쩍": 1338,
|
| 1343 |
+
"쩐": 1339,
|
| 1344 |
+
"쩔": 1340,
|
| 1345 |
+
"쩜": 1341,
|
| 1346 |
+
"쩝": 1342,
|
| 1347 |
+
"쩠": 1343,
|
| 1348 |
+
"쩡": 1344,
|
| 1349 |
+
"쩨": 1345,
|
| 1350 |
+
"쪄": 1346,
|
| 1351 |
+
"쪘": 1347,
|
| 1352 |
+
"쪼": 1348,
|
| 1353 |
+
"쪽": 1349,
|
| 1354 |
+
"쫀": 1350,
|
| 1355 |
+
"쫄": 1351,
|
| 1356 |
+
"쫌": 1352,
|
| 1357 |
+
"쫍": 1353,
|
| 1358 |
+
"쫑": 1354,
|
| 1359 |
+
"쫒": 1355,
|
| 1360 |
+
"쫓": 1356,
|
| 1361 |
+
"쫘": 1357,
|
| 1362 |
+
"쫙": 1358,
|
| 1363 |
+
"쬐": 1359,
|
| 1364 |
+
"쭈": 1360,
|
| 1365 |
+
"쭉": 1361,
|
| 1366 |
+
"쭌": 1362,
|
| 1367 |
+
"쭐": 1363,
|
| 1368 |
+
"쭘": 1364,
|
| 1369 |
+
"쭙": 1365,
|
| 1370 |
+
"쭝": 1366,
|
| 1371 |
+
"쭤": 1367,
|
| 1372 |
+
"쮸": 1368,
|
| 1373 |
+
"쯔": 1369,
|
| 1374 |
+
"쯕": 1370,
|
| 1375 |
+
"쯤": 1371,
|
| 1376 |
+
"쯧": 1372,
|
| 1377 |
+
"찌": 1373,
|
| 1378 |
+
"찍": 1374,
|
| 1379 |
+
"찐": 1375,
|
| 1380 |
+
"찔": 1376,
|
| 1381 |
+
"찜": 1377,
|
| 1382 |
+
"찝": 1378,
|
| 1383 |
+
"찡": 1379,
|
| 1384 |
+
"찢": 1380,
|
| 1385 |
+
"차": 1381,
|
| 1386 |
+
"착": 1382,
|
| 1387 |
+
"찬": 1383,
|
| 1388 |
+
"찮": 1384,
|
| 1389 |
+
"찰": 1385,
|
| 1390 |
+
"참": 1386,
|
| 1391 |
+
"찹": 1387,
|
| 1392 |
+
"찻": 1388,
|
| 1393 |
+
"찼": 1389,
|
| 1394 |
+
"창": 1390,
|
| 1395 |
+
"찾": 1391,
|
| 1396 |
+
"채": 1392,
|
| 1397 |
+
"책": 1393,
|
| 1398 |
+
"챌": 1394,
|
| 1399 |
+
"챔": 1395,
|
| 1400 |
+
"챕": 1396,
|
| 1401 |
+
"챗": 1397,
|
| 1402 |
+
"챘": 1398,
|
| 1403 |
+
"챙": 1399,
|
| 1404 |
+
"챠": 1400,
|
| 1405 |
+
"챴": 1401,
|
| 1406 |
+
"처": 1402,
|
| 1407 |
+
"척": 1403,
|
| 1408 |
+
"천": 1404,
|
| 1409 |
+
"철": 1405,
|
| 1410 |
+
"첨": 1406,
|
| 1411 |
+
"첩": 1407,
|
| 1412 |
+
"첫": 1408,
|
| 1413 |
+
"청": 1409,
|
| 1414 |
+
"체": 1410,
|
| 1415 |
+
"첵": 1411,
|
| 1416 |
+
"첸": 1412,
|
| 1417 |
+
"첼": 1413,
|
| 1418 |
+
"쳅": 1414,
|
| 1419 |
+
"쳇": 1415,
|
| 1420 |
+
"쳐": 1416,
|
| 1421 |
+
"쳤": 1417,
|
| 1422 |
+
"쳬": 1418,
|
| 1423 |
+
"초": 1419,
|
| 1424 |
+
"촉": 1420,
|
| 1425 |
+
"촌": 1421,
|
| 1426 |
+
"촐": 1422,
|
| 1427 |
+
"촘": 1423,
|
| 1428 |
+
"촛": 1424,
|
| 1429 |
+
"총": 1425,
|
| 1430 |
+
"촤": 1426,
|
| 1431 |
+
"촥": 1427,
|
| 1432 |
+
"촬": 1428,
|
| 1433 |
+
"최": 1429,
|
| 1434 |
+
"쵸": 1430,
|
| 1435 |
+
"추": 1431,
|
| 1436 |
+
"축": 1432,
|
| 1437 |
+
"춘": 1433,
|
| 1438 |
+
"출": 1434,
|
| 1439 |
+
"춤": 1435,
|
| 1440 |
+
"춥": 1436,
|
| 1441 |
+
"춧": 1437,
|
| 1442 |
+
"충": 1438,
|
| 1443 |
+
"춰": 1439,
|
| 1444 |
+
"춱": 1440,
|
| 1445 |
+
"췄": 1441,
|
| 1446 |
+
"췌": 1442,
|
| 1447 |
+
"취": 1443,
|
| 1448 |
+
"췬": 1444,
|
| 1449 |
+
"츄": 1445,
|
| 1450 |
+
"츈": 1446,
|
| 1451 |
+
"츠": 1447,
|
| 1452 |
+
"측": 1448,
|
| 1453 |
+
"츰": 1449,
|
| 1454 |
+
"층": 1450,
|
| 1455 |
+
"치": 1451,
|
| 1456 |
+
"칙": 1452,
|
| 1457 |
+
"친": 1453,
|
| 1458 |
+
"칠": 1454,
|
| 1459 |
+
"칡": 1455,
|
| 1460 |
+
"침": 1456,
|
| 1461 |
+
"칩": 1457,
|
| 1462 |
+
"칫": 1458,
|
| 1463 |
+
"칭": 1459,
|
| 1464 |
+
"카": 1460,
|
| 1465 |
+
"칵": 1461,
|
| 1466 |
+
"칸": 1462,
|
| 1467 |
+
"칼": 1463,
|
| 1468 |
+
"캄": 1464,
|
| 1469 |
+
"캅": 1465,
|
| 1470 |
+
"캇": 1466,
|
| 1471 |
+
"캉": 1467,
|
| 1472 |
+
"캐": 1468,
|
| 1473 |
+
"캔": 1469,
|
| 1474 |
+
"캘": 1470,
|
| 1475 |
+
"캠": 1471,
|
| 1476 |
+
"캡": 1472,
|
| 1477 |
+
"캣": 1473,
|
| 1478 |
+
"캤": 1474,
|
| 1479 |
+
"캥": 1475,
|
| 1480 |
+
"캬": 1476,
|
| 1481 |
+
"커": 1477,
|
| 1482 |
+
"컥": 1478,
|
| 1483 |
+
"컨": 1479,
|
| 1484 |
+
"컬": 1480,
|
| 1485 |
+
"컴": 1481,
|
| 1486 |
+
"컵": 1482,
|
| 1487 |
+
"컷": 1483,
|
| 1488 |
+
"컸": 1484,
|
| 1489 |
+
"케": 1485,
|
| 1490 |
+
"켁": 1486,
|
| 1491 |
+
"켄": 1487,
|
| 1492 |
+
"켈": 1488,
|
| 1493 |
+
"켓": 1489,
|
| 1494 |
+
"켜": 1490,
|
| 1495 |
+
"켠": 1491,
|
| 1496 |
+
"켤": 1492,
|
| 1497 |
+
"켰": 1493,
|
| 1498 |
+
"코": 1494,
|
| 1499 |
+
"콕": 1495,
|
| 1500 |
+
"콘": 1496,
|
| 1501 |
+
"콜": 1497,
|
| 1502 |
+
"콤": 1498,
|
| 1503 |
+
"콥": 1499,
|
| 1504 |
+
"콧": 1500,
|
| 1505 |
+
"콩": 1501,
|
| 1506 |
+
"콱": 1502,
|
| 1507 |
+
"콸": 1503,
|
| 1508 |
+
"쾅": 1504,
|
| 1509 |
+
"쾌": 1505,
|
| 1510 |
+
"쾨": 1506,
|
| 1511 |
+
"쿄": 1507,
|
| 1512 |
+
"쿠": 1508,
|
| 1513 |
+
"쿡": 1509,
|
| 1514 |
+
"쿤": 1510,
|
| 1515 |
+
"쿨": 1511,
|
| 1516 |
+
"쿰": 1512,
|
| 1517 |
+
"쿱": 1513,
|
| 1518 |
+
"쿵": 1514,
|
| 1519 |
+
"쿼": 1515,
|
| 1520 |
+
"퀀": 1516,
|
| 1521 |
+
"퀄": 1517,
|
| 1522 |
+
"퀘": 1518,
|
| 1523 |
+
"퀭": 1519,
|
| 1524 |
+
"퀴": 1520,
|
| 1525 |
+
"퀵": 1521,
|
| 1526 |
+
"퀸": 1522,
|
| 1527 |
+
"퀼": 1523,
|
| 1528 |
+
"큐": 1524,
|
| 1529 |
+
"큘": 1525,
|
| 1530 |
+
"크": 1526,
|
| 1531 |
+
"큰": 1527,
|
| 1532 |
+
"클": 1528,
|
| 1533 |
+
"큼": 1529,
|
| 1534 |
+
"큽": 1530,
|
| 1535 |
+
"킁": 1531,
|
| 1536 |
+
"키": 1532,
|
| 1537 |
+
"킥": 1533,
|
| 1538 |
+
"킨": 1534,
|
| 1539 |
+
"킬": 1535,
|
| 1540 |
+
"킴": 1536,
|
| 1541 |
+
"킵": 1537,
|
| 1542 |
+
"킷": 1538,
|
| 1543 |
+
"킹": 1539,
|
| 1544 |
+
"타": 1540,
|
| 1545 |
+
"탁": 1541,
|
| 1546 |
+
"탄": 1542,
|
| 1547 |
+
"탈": 1543,
|
| 1548 |
+
"탐": 1544,
|
| 1549 |
+
"탑": 1545,
|
| 1550 |
+
"탓": 1546,
|
| 1551 |
+
"탔": 1547,
|
| 1552 |
+
"탕": 1548,
|
| 1553 |
+
"태": 1549,
|
| 1554 |
+
"택": 1550,
|
| 1555 |
+
"탠": 1551,
|
| 1556 |
+
"탤": 1552,
|
| 1557 |
+
"탬": 1553,
|
| 1558 |
+
"탭": 1554,
|
| 1559 |
+
"탯": 1555,
|
| 1560 |
+
"탰": 1556,
|
| 1561 |
+
"탱": 1557,
|
| 1562 |
+
"터": 1558,
|
| 1563 |
+
"턱": 1559,
|
| 1564 |
+
"턴": 1560,
|
| 1565 |
+
"털": 1561,
|
| 1566 |
+
"텀": 1562,
|
| 1567 |
+
"텁": 1563,
|
| 1568 |
+
"텃": 1564,
|
| 1569 |
+
"텅": 1565,
|
| 1570 |
+
"테": 1566,
|
| 1571 |
+
"텍": 1567,
|
| 1572 |
+
"텐": 1568,
|
| 1573 |
+
"텔": 1569,
|
| 1574 |
+
"템": 1570,
|
| 1575 |
+
"텝": 1571,
|
| 1576 |
+
"텟": 1572,
|
| 1577 |
+
"텡": 1573,
|
| 1578 |
+
"텨": 1574,
|
| 1579 |
+
"텼": 1575,
|
| 1580 |
+
"토": 1576,
|
| 1581 |
+
"톡": 1577,
|
| 1582 |
+
"톤": 1578,
|
| 1583 |
+
"톨": 1579,
|
| 1584 |
+
"톰": 1580,
|
| 1585 |
+
"톱": 1581,
|
| 1586 |
+
"톳": 1582,
|
| 1587 |
+
"통": 1583,
|
| 1588 |
+
"퇴": 1584,
|
| 1589 |
+
"투": 1585,
|
| 1590 |
+
"툭": 1586,
|
| 1591 |
+
"툰": 1587,
|
| 1592 |
+
"툴": 1588,
|
| 1593 |
+
"툼": 1589,
|
| 1594 |
+
"퉁": 1590,
|
| 1595 |
+
"튀": 1591,
|
| 1596 |
+
"튄": 1592,
|
| 1597 |
+
"튕": 1593,
|
| 1598 |
+
"튜": 1594,
|
| 1599 |
+
"튠": 1595,
|
| 1600 |
+
"튤": 1596,
|
| 1601 |
+
"튱": 1597,
|
| 1602 |
+
"트": 1598,
|
| 1603 |
+
"특": 1599,
|
| 1604 |
+
"튼": 1600,
|
| 1605 |
+
"튿": 1601,
|
| 1606 |
+
"틀": 1602,
|
| 1607 |
+
"틈": 1603,
|
| 1608 |
+
"틋": 1604,
|
| 1609 |
+
"틍": 1605,
|
| 1610 |
+
"티": 1606,
|
| 1611 |
+
"틱": 1607,
|
| 1612 |
+
"틴": 1608,
|
| 1613 |
+
"틸": 1609,
|
| 1614 |
+
"팀": 1610,
|
| 1615 |
+
"팁": 1611,
|
| 1616 |
+
"팅": 1612,
|
| 1617 |
+
"파": 1613,
|
| 1618 |
+
"팍": 1614,
|
| 1619 |
+
"팎": 1615,
|
| 1620 |
+
"판": 1616,
|
| 1621 |
+
"팔": 1617,
|
| 1622 |
+
"팜": 1618,
|
| 1623 |
+
"팝": 1619,
|
| 1624 |
+
"팟": 1620,
|
| 1625 |
+
"팠": 1621,
|
| 1626 |
+
"팡": 1622,
|
| 1627 |
+
"팥": 1623,
|
| 1628 |
+
"패": 1624,
|
| 1629 |
+
"팩": 1625,
|
| 1630 |
+
"팬": 1626,
|
| 1631 |
+
"팰": 1627,
|
| 1632 |
+
"팸": 1628,
|
| 1633 |
+
"팻": 1629,
|
| 1634 |
+
"팼": 1630,
|
| 1635 |
+
"팽": 1631,
|
| 1636 |
+
"퍼": 1632,
|
| 1637 |
+
"퍽": 1633,
|
| 1638 |
+
"펀": 1634,
|
| 1639 |
+
"펄": 1635,
|
| 1640 |
+
"펌": 1636,
|
| 1641 |
+
"펍": 1637,
|
| 1642 |
+
"펐": 1638,
|
| 1643 |
+
"펑": 1639,
|
| 1644 |
+
"페": 1640,
|
| 1645 |
+
"펙": 1641,
|
| 1646 |
+
"펜": 1642,
|
| 1647 |
+
"펠": 1643,
|
| 1648 |
+
"펩": 1644,
|
| 1649 |
+
"펫": 1645,
|
| 1650 |
+
"펭": 1646,
|
| 1651 |
+
"펴": 1647,
|
| 1652 |
+
"편": 1648,
|
| 1653 |
+
"펼": 1649,
|
| 1654 |
+
"폄": 1650,
|
| 1655 |
+
"폈": 1651,
|
| 1656 |
+
"평": 1652,
|
| 1657 |
+
"폐": 1653,
|
| 1658 |
+
"포": 1654,
|
| 1659 |
+
"폭": 1655,
|
| 1660 |
+
"폰": 1656,
|
| 1661 |
+
"폴": 1657,
|
| 1662 |
+
"폼": 1658,
|
| 1663 |
+
"폿": 1659,
|
| 1664 |
+
"퐁": 1660,
|
| 1665 |
+
"표": 1661,
|
| 1666 |
+
"푯": 1662,
|
| 1667 |
+
"푸": 1663,
|
| 1668 |
+
"푹": 1664,
|
| 1669 |
+
"푼": 1665,
|
| 1670 |
+
"풀": 1666,
|
| 1671 |
+
"품": 1667,
|
| 1672 |
+
"풋": 1668,
|
| 1673 |
+
"풍": 1669,
|
| 1674 |
+
"퓨": 1670,
|
| 1675 |
+
"퓰": 1671,
|
| 1676 |
+
"프": 1672,
|
| 1677 |
+
"픈": 1673,
|
| 1678 |
+
"플": 1674,
|
| 1679 |
+
"픔": 1675,
|
| 1680 |
+
"픕": 1676,
|
| 1681 |
+
"픗": 1677,
|
| 1682 |
+
"피": 1678,
|
| 1683 |
+
"픽": 1679,
|
| 1684 |
+
"핀": 1680,
|
| 1685 |
+
"필": 1681,
|
| 1686 |
+
"핌": 1682,
|
| 1687 |
+
"핍": 1683,
|
| 1688 |
+
"핏": 1684,
|
| 1689 |
+
"핑": 1685,
|
| 1690 |
+
"하": 1686,
|
| 1691 |
+
"학": 1687,
|
| 1692 |
+
"한": 1688,
|
| 1693 |
+
"할": 1689,
|
| 1694 |
+
"핡": 1690,
|
| 1695 |
+
"핥": 1691,
|
| 1696 |
+
"핧": 1692,
|
| 1697 |
+
"함": 1693,
|
| 1698 |
+
"합": 1694,
|
| 1699 |
+
"핫": 1695,
|
| 1700 |
+
"핬": 1696,
|
| 1701 |
+
"항": 1697,
|
| 1702 |
+
"해": 1698,
|
| 1703 |
+
"핵": 1699,
|
| 1704 |
+
"핸": 1700,
|
| 1705 |
+
"핼": 1701,
|
| 1706 |
+
"햄": 1702,
|
| 1707 |
+
"햅": 1703,
|
| 1708 |
+
"햇": 1704,
|
| 1709 |
+
"했": 1705,
|
| 1710 |
+
"행": 1706,
|
| 1711 |
+
"햍": 1707,
|
| 1712 |
+
"햐": 1708,
|
| 1713 |
+
"햝": 1709,
|
| 1714 |
+
"향": 1710,
|
| 1715 |
+
"헀": 1711,
|
| 1716 |
+
"허": 1712,
|
| 1717 |
+
"헉": 1713,
|
| 1718 |
+
"헌": 1714,
|
| 1719 |
+
"헐": 1715,
|
| 1720 |
+
"험": 1716,
|
| 1721 |
+
"헛": 1717,
|
| 1722 |
+
"헝": 1718,
|
| 1723 |
+
"헤": 1719,
|
| 1724 |
+
"헥": 1720,
|
| 1725 |
+
"헨": 1721,
|
| 1726 |
+
"헬": 1722,
|
| 1727 |
+
"헷": 1723,
|
| 1728 |
+
"헹": 1724,
|
| 1729 |
+
"혀": 1725,
|
| 1730 |
+
"혁": 1726,
|
| 1731 |
+
"현": 1727,
|
| 1732 |
+
"혈": 1728,
|
| 1733 |
+
"혐": 1729,
|
| 1734 |
+
"협": 1730,
|
| 1735 |
+
"혓": 1731,
|
| 1736 |
+
"혔": 1732,
|
| 1737 |
+
"형": 1733,
|
| 1738 |
+
"혜": 1734,
|
| 1739 |
+
"호": 1735,
|
| 1740 |
+
"혹": 1736,
|
| 1741 |
+
"혼": 1737,
|
| 1742 |
+
"홀": 1738,
|
| 1743 |
+
"홈": 1739,
|
| 1744 |
+
"홉": 1740,
|
| 1745 |
+
"홋": 1741,
|
| 1746 |
+
"홍": 1742,
|
| 1747 |
+
"홑": 1743,
|
| 1748 |
+
"화": 1744,
|
| 1749 |
+
"확": 1745,
|
| 1750 |
+
"환": 1746,
|
| 1751 |
+
"활": 1747,
|
| 1752 |
+
"홧": 1748,
|
| 1753 |
+
"황": 1749,
|
| 1754 |
+
"홰": 1750,
|
| 1755 |
+
"회": 1751,
|
| 1756 |
+
"획": 1752,
|
| 1757 |
+
"횔": 1753,
|
| 1758 |
+
"횟": 1754,
|
| 1759 |
+
"횡": 1755,
|
| 1760 |
+
"효": 1756,
|
| 1761 |
+
"후": 1757,
|
| 1762 |
+
"훅": 1758,
|
| 1763 |
+
"훈": 1759,
|
| 1764 |
+
"훌": 1760,
|
| 1765 |
+
"훑": 1761,
|
| 1766 |
+
"훔": 1762,
|
| 1767 |
+
"훗": 1763,
|
| 1768 |
+
"훙": 1764,
|
| 1769 |
+
"훡": 1765,
|
| 1770 |
+
"훨": 1766,
|
| 1771 |
+
"훼": 1767,
|
| 1772 |
+
"휘": 1768,
|
| 1773 |
+
"휙": 1769,
|
| 1774 |
+
"휠": 1770,
|
| 1775 |
+
"휩": 1771,
|
| 1776 |
+
"휴": 1772,
|
| 1777 |
+
"흉": 1773,
|
| 1778 |
+
"흐": 1774,
|
| 1779 |
+
"흑": 1775,
|
| 1780 |
+
"흔": 1776,
|
| 1781 |
+
"흘": 1777,
|
| 1782 |
+
"흙": 1778,
|
| 1783 |
+
"흠": 1779,
|
| 1784 |
+
"흡": 1780,
|
| 1785 |
+
"흣": 1781,
|
| 1786 |
+
"흥": 1782,
|
| 1787 |
+
"흩": 1783,
|
| 1788 |
+
"희": 1784,
|
| 1789 |
+
"흰": 1785,
|
| 1790 |
+
"히": 1786,
|
| 1791 |
+
"힌": 1787,
|
| 1792 |
+
"힐": 1788,
|
| 1793 |
+
"힘": 1789,
|
| 1794 |
+
"힙": 1790
|
| 1795 |
+
}
|
checkpoint-30000/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 1794,
|
| 3 |
+
"<s>": 1793
|
| 4 |
+
}
|
checkpoint-30000/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.1,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 1792,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.1",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 1795,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
checkpoint-30000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eae359f44328cdb408a355c4f680eebbd99722a635aa2f110e2ad442db6aad7d
|
| 3 |
+
size 2504878774
|
checkpoint-30000/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
checkpoint-30000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:93e846a4899191fe0b18757bc0409f1126243dc9dfe162700994855b7c103c66
|
| 3 |
+
size 1269261866
|
checkpoint-30000/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85431f73b22b34d17fb512af7d257fa239ecb9aa0e91e306a07cae1e4a1f02cf
|
| 3 |
+
size 15088
|
checkpoint-30000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:38eb9810dc4c55b9da7f4d8be1432e295ae0259611255587b9d630e95bde353e
|
| 3 |
+
size 15088
|
checkpoint-30000/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58cb331002df8294d9e30009e31a61050fae56ea8325d3abe4fa06e603fa0ec2
|
| 3 |
+
size 15024
|
checkpoint-30000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ffe77e72a47d8676192797dc0e90b3960e4b920edfbe2eab70331efcc309b75f
|
| 3 |
+
size 15088
|
checkpoint-30000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4f3588ba926a419be9ec77246a672ca5303e10583a02acb2f998129b6d9136c2
|
| 3 |
+
size 1064
|
checkpoint-30000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-30000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1791": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1792": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1793": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1794": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-30000/trainer_state.json
ADDED
|
@@ -0,0 +1,529 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 14.147606696533837,
|
| 5 |
+
"eval_steps": 2000,
|
| 6 |
+
"global_step": 30000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.24,
|
| 13 |
+
"learning_rate": 0.00014879999999999998,
|
| 14 |
+
"loss": 14.5956,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 0.0002985,
|
| 20 |
+
"loss": 3.7568,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.71,
|
| 25 |
+
"learning_rate": 0.0002951785714285714,
|
| 26 |
+
"loss": 1.8728,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 0.00029030844155844153,
|
| 32 |
+
"loss": 1.5566,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.94,
|
| 37 |
+
"eval_cer": 0.2632472070390033,
|
| 38 |
+
"eval_loss": 1.0225796699523926,
|
| 39 |
+
"eval_runtime": 2668.5503,
|
| 40 |
+
"eval_samples_per_second": 6.338,
|
| 41 |
+
"eval_steps_per_second": 0.396,
|
| 42 |
+
"eval_wer": 0.618374838459038,
|
| 43 |
+
"step": 2000
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.18,
|
| 47 |
+
"learning_rate": 0.00028543831168831166,
|
| 48 |
+
"loss": 1.3765,
|
| 49 |
+
"step": 2500
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 1.41,
|
| 53 |
+
"learning_rate": 0.0002805681818181818,
|
| 54 |
+
"loss": 1.2884,
|
| 55 |
+
"step": 3000
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 1.65,
|
| 59 |
+
"learning_rate": 0.0002757077922077922,
|
| 60 |
+
"loss": 1.2363,
|
| 61 |
+
"step": 3500
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"epoch": 1.89,
|
| 65 |
+
"learning_rate": 0.0002708376623376623,
|
| 66 |
+
"loss": 1.179,
|
| 67 |
+
"step": 4000
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.89,
|
| 71 |
+
"eval_cer": 0.20008986332921824,
|
| 72 |
+
"eval_loss": 0.7681829333305359,
|
| 73 |
+
"eval_runtime": 2604.8981,
|
| 74 |
+
"eval_samples_per_second": 6.493,
|
| 75 |
+
"eval_steps_per_second": 0.406,
|
| 76 |
+
"eval_wer": 0.49895741661315,
|
| 77 |
+
"step": 4000
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.12,
|
| 81 |
+
"learning_rate": 0.00026596753246753245,
|
| 82 |
+
"loss": 1.1289,
|
| 83 |
+
"step": 4500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 2.36,
|
| 87 |
+
"learning_rate": 0.0002610974025974026,
|
| 88 |
+
"loss": 1.0784,
|
| 89 |
+
"step": 5000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 2.59,
|
| 93 |
+
"learning_rate": 0.000256237012987013,
|
| 94 |
+
"loss": 1.0664,
|
| 95 |
+
"step": 5500
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.83,
|
| 99 |
+
"learning_rate": 0.0002513668831168831,
|
| 100 |
+
"loss": 1.0432,
|
| 101 |
+
"step": 6000
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 2.83,
|
| 105 |
+
"eval_cer": 0.17490413851167133,
|
| 106 |
+
"eval_loss": 0.6633431315422058,
|
| 107 |
+
"eval_runtime": 2540.6608,
|
| 108 |
+
"eval_samples_per_second": 6.657,
|
| 109 |
+
"eval_steps_per_second": 0.416,
|
| 110 |
+
"eval_wer": 0.45160906690768976,
|
| 111 |
+
"step": 6000
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 3.07,
|
| 115 |
+
"learning_rate": 0.00024649675324675324,
|
| 116 |
+
"loss": 1.0052,
|
| 117 |
+
"step": 6500
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 3.3,
|
| 121 |
+
"learning_rate": 0.00024162662337662335,
|
| 122 |
+
"loss": 0.9657,
|
| 123 |
+
"step": 7000
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 3.54,
|
| 127 |
+
"learning_rate": 0.0002367564935064935,
|
| 128 |
+
"loss": 0.9627,
|
| 129 |
+
"step": 7500
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 3.77,
|
| 133 |
+
"learning_rate": 0.00023189610389610387,
|
| 134 |
+
"loss": 0.9413,
|
| 135 |
+
"step": 8000
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 3.77,
|
| 139 |
+
"eval_cer": 0.16238652573537432,
|
| 140 |
+
"eval_loss": 0.615895688533783,
|
| 141 |
+
"eval_runtime": 2544.7169,
|
| 142 |
+
"eval_samples_per_second": 6.647,
|
| 143 |
+
"eval_steps_per_second": 0.416,
|
| 144 |
+
"eval_wer": 0.4259210807982304,
|
| 145 |
+
"step": 8000
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.01,
|
| 149 |
+
"learning_rate": 0.000227025974025974,
|
| 150 |
+
"loss": 0.9393,
|
| 151 |
+
"step": 8500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 4.24,
|
| 155 |
+
"learning_rate": 0.00022215584415584413,
|
| 156 |
+
"loss": 0.8932,
|
| 157 |
+
"step": 9000
|
| 158 |
+
},
|
| 159 |
+
{
|
| 160 |
+
"epoch": 4.48,
|
| 161 |
+
"learning_rate": 0.00021728571428571427,
|
| 162 |
+
"loss": 0.8898,
|
| 163 |
+
"step": 9500
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.72,
|
| 167 |
+
"learning_rate": 0.00021242532467532466,
|
| 168 |
+
"loss": 0.8765,
|
| 169 |
+
"step": 10000
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 4.72,
|
| 173 |
+
"eval_cer": 0.15377316925278206,
|
| 174 |
+
"eval_loss": 0.5792471766471863,
|
| 175 |
+
"eval_runtime": 2541.286,
|
| 176 |
+
"eval_samples_per_second": 6.656,
|
| 177 |
+
"eval_steps_per_second": 0.416,
|
| 178 |
+
"eval_wer": 0.40610010386191914,
|
| 179 |
+
"step": 10000
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 4.95,
|
| 183 |
+
"learning_rate": 0.0002075551948051948,
|
| 184 |
+
"loss": 0.874,
|
| 185 |
+
"step": 10500
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 5.19,
|
| 189 |
+
"learning_rate": 0.00020268506493506492,
|
| 190 |
+
"loss": 0.8393,
|
| 191 |
+
"step": 11000
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 5.42,
|
| 195 |
+
"learning_rate": 0.0001978246753246753,
|
| 196 |
+
"loss": 0.8254,
|
| 197 |
+
"step": 11500
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 5.66,
|
| 201 |
+
"learning_rate": 0.00019295454545454545,
|
| 202 |
+
"loss": 0.8248,
|
| 203 |
+
"step": 12000
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 5.66,
|
| 207 |
+
"eval_cer": 0.14464288051230823,
|
| 208 |
+
"eval_loss": 0.5455637574195862,
|
| 209 |
+
"eval_runtime": 2603.5132,
|
| 210 |
+
"eval_samples_per_second": 6.497,
|
| 211 |
+
"eval_steps_per_second": 0.406,
|
| 212 |
+
"eval_wer": 0.3876665953111497,
|
| 213 |
+
"step": 12000
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 5.89,
|
| 217 |
+
"learning_rate": 0.00018808441558441555,
|
| 218 |
+
"loss": 0.815,
|
| 219 |
+
"step": 12500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 6.13,
|
| 223 |
+
"learning_rate": 0.0001832142857142857,
|
| 224 |
+
"loss": 0.7914,
|
| 225 |
+
"step": 13000
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 6.37,
|
| 229 |
+
"learning_rate": 0.00017834415584415584,
|
| 230 |
+
"loss": 0.7721,
|
| 231 |
+
"step": 13500
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 6.6,
|
| 235 |
+
"learning_rate": 0.00017347402597402595,
|
| 236 |
+
"loss": 0.7714,
|
| 237 |
+
"step": 14000
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 6.6,
|
| 241 |
+
"eval_cer": 0.1396851293639334,
|
| 242 |
+
"eval_loss": 0.5316255688667297,
|
| 243 |
+
"eval_runtime": 2697.2289,
|
| 244 |
+
"eval_samples_per_second": 6.271,
|
| 245 |
+
"eval_steps_per_second": 0.392,
|
| 246 |
+
"eval_wer": 0.37104868824774634,
|
| 247 |
+
"step": 14000
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 6.84,
|
| 251 |
+
"learning_rate": 0.00016861363636363634,
|
| 252 |
+
"loss": 0.7775,
|
| 253 |
+
"step": 14500
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 7.07,
|
| 257 |
+
"learning_rate": 0.00016375324675324673,
|
| 258 |
+
"loss": 0.7576,
|
| 259 |
+
"step": 15000
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 7.31,
|
| 263 |
+
"learning_rate": 0.0001588831168831169,
|
| 264 |
+
"loss": 0.74,
|
| 265 |
+
"step": 15500
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 7.55,
|
| 269 |
+
"learning_rate": 0.000154012987012987,
|
| 270 |
+
"loss": 0.7388,
|
| 271 |
+
"step": 16000
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"epoch": 7.55,
|
| 275 |
+
"eval_cer": 0.13560201887129913,
|
| 276 |
+
"eval_loss": 0.5172015428543091,
|
| 277 |
+
"eval_runtime": 2608.9857,
|
| 278 |
+
"eval_samples_per_second": 6.483,
|
| 279 |
+
"eval_steps_per_second": 0.406,
|
| 280 |
+
"eval_wer": 0.3657208096472659,
|
| 281 |
+
"step": 16000
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 7.78,
|
| 285 |
+
"learning_rate": 0.00014914285714285713,
|
| 286 |
+
"loss": 0.7315,
|
| 287 |
+
"step": 16500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 8.02,
|
| 291 |
+
"learning_rate": 0.00014427272727272726,
|
| 292 |
+
"loss": 0.725,
|
| 293 |
+
"step": 17000
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 8.25,
|
| 297 |
+
"learning_rate": 0.0001394025974025974,
|
| 298 |
+
"loss": 0.6876,
|
| 299 |
+
"step": 17500
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 8.49,
|
| 303 |
+
"learning_rate": 0.00013453246753246753,
|
| 304 |
+
"loss": 0.6912,
|
| 305 |
+
"step": 18000
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 8.49,
|
| 309 |
+
"eval_cer": 0.12909128980051213,
|
| 310 |
+
"eval_loss": 0.4891507625579834,
|
| 311 |
+
"eval_runtime": 2622.6389,
|
| 312 |
+
"eval_samples_per_second": 6.449,
|
| 313 |
+
"eval_steps_per_second": 0.403,
|
| 314 |
+
"eval_wer": 0.35079164981883626,
|
| 315 |
+
"step": 18000
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 8.72,
|
| 319 |
+
"learning_rate": 0.00012966233766233766,
|
| 320 |
+
"loss": 0.6912,
|
| 321 |
+
"step": 18500
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 8.96,
|
| 325 |
+
"learning_rate": 0.00012480194805194805,
|
| 326 |
+
"loss": 0.6847,
|
| 327 |
+
"step": 19000
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 9.2,
|
| 331 |
+
"learning_rate": 0.00011993181818181817,
|
| 332 |
+
"loss": 0.6578,
|
| 333 |
+
"step": 19500
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 9.43,
|
| 337 |
+
"learning_rate": 0.00011506168831168829,
|
| 338 |
+
"loss": 0.6549,
|
| 339 |
+
"step": 20000
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 9.43,
|
| 343 |
+
"eval_cer": 0.12405937959404459,
|
| 344 |
+
"eval_loss": 0.4693571627140045,
|
| 345 |
+
"eval_runtime": 2599.1484,
|
| 346 |
+
"eval_samples_per_second": 6.508,
|
| 347 |
+
"eval_steps_per_second": 0.407,
|
| 348 |
+
"eval_wer": 0.33972361629760006,
|
| 349 |
+
"step": 20000
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 9.67,
|
| 353 |
+
"learning_rate": 0.00011019155844155843,
|
| 354 |
+
"loss": 0.646,
|
| 355 |
+
"step": 20500
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"epoch": 9.9,
|
| 359 |
+
"learning_rate": 0.00010533116883116881,
|
| 360 |
+
"loss": 0.6467,
|
| 361 |
+
"step": 21000
|
| 362 |
+
},
|
| 363 |
+
{
|
| 364 |
+
"epoch": 10.14,
|
| 365 |
+
"learning_rate": 0.00010046103896103896,
|
| 366 |
+
"loss": 0.6287,
|
| 367 |
+
"step": 21500
|
| 368 |
+
},
|
| 369 |
+
{
|
| 370 |
+
"epoch": 10.37,
|
| 371 |
+
"learning_rate": 9.560064935064933e-05,
|
| 372 |
+
"loss": 0.614,
|
| 373 |
+
"step": 22000
|
| 374 |
+
},
|
| 375 |
+
{
|
| 376 |
+
"epoch": 10.37,
|
| 377 |
+
"eval_cer": 0.12051065054943137,
|
| 378 |
+
"eval_loss": 0.461481511592865,
|
| 379 |
+
"eval_runtime": 2605.4751,
|
| 380 |
+
"eval_samples_per_second": 6.492,
|
| 381 |
+
"eval_steps_per_second": 0.406,
|
| 382 |
+
"eval_wer": 0.33093895931942696,
|
| 383 |
+
"step": 22000
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 10.61,
|
| 387 |
+
"learning_rate": 9.073051948051948e-05,
|
| 388 |
+
"loss": 0.6153,
|
| 389 |
+
"step": 22500
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 10.85,
|
| 393 |
+
"learning_rate": 8.58603896103896e-05,
|
| 394 |
+
"loss": 0.6157,
|
| 395 |
+
"step": 23000
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 11.08,
|
| 399 |
+
"learning_rate": 8.099025974025973e-05,
|
| 400 |
+
"loss": 0.6054,
|
| 401 |
+
"step": 23500
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 11.32,
|
| 405 |
+
"learning_rate": 7.612987012987012e-05,
|
| 406 |
+
"loss": 0.5901,
|
| 407 |
+
"step": 24000
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 11.32,
|
| 411 |
+
"eval_cer": 0.1176620702591641,
|
| 412 |
+
"eval_loss": 0.4488585889339447,
|
| 413 |
+
"eval_runtime": 2619.3349,
|
| 414 |
+
"eval_samples_per_second": 6.457,
|
| 415 |
+
"eval_steps_per_second": 0.404,
|
| 416 |
+
"eval_wer": 0.32152003107929183,
|
| 417 |
+
"step": 24000
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 11.55,
|
| 421 |
+
"learning_rate": 7.125974025974026e-05,
|
| 422 |
+
"loss": 0.5808,
|
| 423 |
+
"step": 24500
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 11.79,
|
| 427 |
+
"learning_rate": 6.638961038961039e-05,
|
| 428 |
+
"loss": 0.5845,
|
| 429 |
+
"step": 25000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 12.03,
|
| 433 |
+
"learning_rate": 6.151948051948051e-05,
|
| 434 |
+
"loss": 0.5777,
|
| 435 |
+
"step": 25500
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 12.26,
|
| 439 |
+
"learning_rate": 5.664935064935064e-05,
|
| 440 |
+
"loss": 0.555,
|
| 441 |
+
"step": 26000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 12.26,
|
| 445 |
+
"eval_cer": 0.11478513503492019,
|
| 446 |
+
"eval_loss": 0.4419253170490265,
|
| 447 |
+
"eval_runtime": 2591.0294,
|
| 448 |
+
"eval_samples_per_second": 6.528,
|
| 449 |
+
"eval_steps_per_second": 0.408,
|
| 450 |
+
"eval_wer": 0.31628729316810567,
|
| 451 |
+
"step": 26000
|
| 452 |
+
},
|
| 453 |
+
{
|
| 454 |
+
"epoch": 12.5,
|
| 455 |
+
"learning_rate": 5.178896103896104e-05,
|
| 456 |
+
"loss": 0.5641,
|
| 457 |
+
"step": 26500
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"epoch": 12.73,
|
| 461 |
+
"learning_rate": 4.691883116883116e-05,
|
| 462 |
+
"loss": 0.5552,
|
| 463 |
+
"step": 27000
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"epoch": 12.97,
|
| 467 |
+
"learning_rate": 4.2048701298701296e-05,
|
| 468 |
+
"loss": 0.5523,
|
| 469 |
+
"step": 27500
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 13.2,
|
| 473 |
+
"learning_rate": 3.717857142857143e-05,
|
| 474 |
+
"loss": 0.5377,
|
| 475 |
+
"step": 28000
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 13.2,
|
| 479 |
+
"eval_cer": 0.11216557536523336,
|
| 480 |
+
"eval_loss": 0.4320293366909027,
|
| 481 |
+
"eval_runtime": 2509.0221,
|
| 482 |
+
"eval_samples_per_second": 6.741,
|
| 483 |
+
"eval_steps_per_second": 0.422,
|
| 484 |
+
"eval_wer": 0.3102855013517906,
|
| 485 |
+
"step": 28000
|
| 486 |
+
},
|
| 487 |
+
{
|
| 488 |
+
"epoch": 13.44,
|
| 489 |
+
"learning_rate": 3.231818181818181e-05,
|
| 490 |
+
"loss": 0.5329,
|
| 491 |
+
"step": 28500
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"epoch": 13.68,
|
| 495 |
+
"learning_rate": 2.7448051948051945e-05,
|
| 496 |
+
"loss": 0.533,
|
| 497 |
+
"step": 29000
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 13.91,
|
| 501 |
+
"learning_rate": 2.2577922077922077e-05,
|
| 502 |
+
"loss": 0.5289,
|
| 503 |
+
"step": 29500
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 14.15,
|
| 507 |
+
"learning_rate": 1.7707792207792207e-05,
|
| 508 |
+
"loss": 0.5253,
|
| 509 |
+
"step": 30000
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"epoch": 14.15,
|
| 513 |
+
"eval_cer": 0.11016764309426488,
|
| 514 |
+
"eval_loss": 0.4250529706478119,
|
| 515 |
+
"eval_runtime": 2522.5601,
|
| 516 |
+
"eval_samples_per_second": 6.705,
|
| 517 |
+
"eval_steps_per_second": 0.419,
|
| 518 |
+
"eval_wer": 0.3051637609114478,
|
| 519 |
+
"step": 30000
|
| 520 |
+
}
|
| 521 |
+
],
|
| 522 |
+
"logging_steps": 500,
|
| 523 |
+
"max_steps": 31800,
|
| 524 |
+
"num_train_epochs": 15,
|
| 525 |
+
"save_steps": 2000,
|
| 526 |
+
"total_flos": 2.014685631404017e+20,
|
| 527 |
+
"trial_name": null,
|
| 528 |
+
"trial_params": null
|
| 529 |
+
}
|
checkpoint-30000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:97b419a095473358dd5ea955a2b0b62deb2ebd05ac2cba0b3a85c385dade1d4f
|
| 3 |
+
size 4472
|
checkpoint-30000/vocab.json
ADDED
|
@@ -0,0 +1,1795 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"\"": 1,
|
| 3 |
+
"&": 2,
|
| 4 |
+
"0": 3,
|
| 5 |
+
"1": 4,
|
| 6 |
+
"2": 5,
|
| 7 |
+
"3": 6,
|
| 8 |
+
"4": 7,
|
| 9 |
+
"5": 8,
|
| 10 |
+
"6": 9,
|
| 11 |
+
"7": 10,
|
| 12 |
+
"8": 11,
|
| 13 |
+
"9": 12,
|
| 14 |
+
"=": 13,
|
| 15 |
+
"[PAD]": 1792,
|
| 16 |
+
"[UNK]": 1791,
|
| 17 |
+
"_": 14,
|
| 18 |
+
"a": 15,
|
| 19 |
+
"b": 16,
|
| 20 |
+
"c": 17,
|
| 21 |
+
"d": 18,
|
| 22 |
+
"e": 19,
|
| 23 |
+
"f": 20,
|
| 24 |
+
"g": 21,
|
| 25 |
+
"h": 22,
|
| 26 |
+
"i": 23,
|
| 27 |
+
"j": 24,
|
| 28 |
+
"k": 25,
|
| 29 |
+
"l": 26,
|
| 30 |
+
"m": 27,
|
| 31 |
+
"n": 28,
|
| 32 |
+
"o": 29,
|
| 33 |
+
"p": 30,
|
| 34 |
+
"q": 31,
|
| 35 |
+
"r": 32,
|
| 36 |
+
"s": 33,
|
| 37 |
+
"t": 34,
|
| 38 |
+
"u": 35,
|
| 39 |
+
"v": 36,
|
| 40 |
+
"w": 37,
|
| 41 |
+
"x": 38,
|
| 42 |
+
"y": 39,
|
| 43 |
+
"z": 40,
|
| 44 |
+
"|": 0,
|
| 45 |
+
"℃": 41,
|
| 46 |
+
"ㄱ": 42,
|
| 47 |
+
"ㄴ": 43,
|
| 48 |
+
"ㄹ": 44,
|
| 49 |
+
"ㅁ": 45,
|
| 50 |
+
"ㅅ": 46,
|
| 51 |
+
"ㅇ": 47,
|
| 52 |
+
"ㅈ": 48,
|
| 53 |
+
"ㅋ": 49,
|
| 54 |
+
"ㅍ": 50,
|
| 55 |
+
"ㅠ": 51,
|
| 56 |
+
"ㅡ": 52,
|
| 57 |
+
"㎛": 53,
|
| 58 |
+
"가": 54,
|
| 59 |
+
"각": 55,
|
| 60 |
+
"간": 56,
|
| 61 |
+
"갇": 57,
|
| 62 |
+
"갈": 58,
|
| 63 |
+
"갉": 59,
|
| 64 |
+
"감": 60,
|
| 65 |
+
"갑": 61,
|
| 66 |
+
"값": 62,
|
| 67 |
+
"갓": 63,
|
| 68 |
+
"갔": 64,
|
| 69 |
+
"강": 65,
|
| 70 |
+
"갖": 66,
|
| 71 |
+
"같": 67,
|
| 72 |
+
"갚": 68,
|
| 73 |
+
"갛": 69,
|
| 74 |
+
"개": 70,
|
| 75 |
+
"객": 71,
|
| 76 |
+
"갠": 72,
|
| 77 |
+
"갤": 73,
|
| 78 |
+
"갬": 74,
|
| 79 |
+
"갭": 75,
|
| 80 |
+
"갯": 76,
|
| 81 |
+
"갰": 77,
|
| 82 |
+
"갱": 78,
|
| 83 |
+
"갸": 79,
|
| 84 |
+
"걀": 80,
|
| 85 |
+
"걍": 81,
|
| 86 |
+
"걔": 82,
|
| 87 |
+
"걘": 83,
|
| 88 |
+
"거": 84,
|
| 89 |
+
"걱": 85,
|
| 90 |
+
"건": 86,
|
| 91 |
+
"걷": 87,
|
| 92 |
+
"걸": 88,
|
| 93 |
+
"검": 89,
|
| 94 |
+
"겁": 90,
|
| 95 |
+
"것": 91,
|
| 96 |
+
"겄": 92,
|
| 97 |
+
"겅": 93,
|
| 98 |
+
"겉": 94,
|
| 99 |
+
"겊": 95,
|
| 100 |
+
"겋": 96,
|
| 101 |
+
"게": 97,
|
| 102 |
+
"겍": 98,
|
| 103 |
+
"겐": 99,
|
| 104 |
+
"겔": 100,
|
| 105 |
+
"겜": 101,
|
| 106 |
+
"겟": 102,
|
| 107 |
+
"겠": 103,
|
| 108 |
+
"겨": 104,
|
| 109 |
+
"격": 105,
|
| 110 |
+
"겪": 106,
|
| 111 |
+
"견": 107,
|
| 112 |
+
"결": 108,
|
| 113 |
+
"겸": 109,
|
| 114 |
+
"겹": 110,
|
| 115 |
+
"겼": 111,
|
| 116 |
+
"경": 112,
|
| 117 |
+
"곁": 113,
|
| 118 |
+
"계": 114,
|
| 119 |
+
"곗": 115,
|
| 120 |
+
"곘": 116,
|
| 121 |
+
"고": 117,
|
| 122 |
+
"곡": 118,
|
| 123 |
+
"곤": 119,
|
| 124 |
+
"곧": 120,
|
| 125 |
+
"골": 121,
|
| 126 |
+
"곪": 122,
|
| 127 |
+
"곯": 123,
|
| 128 |
+
"곰": 124,
|
| 129 |
+
"곱": 125,
|
| 130 |
+
"곳": 126,
|
| 131 |
+
"공": 127,
|
| 132 |
+
"과": 128,
|
| 133 |
+
"곽": 129,
|
| 134 |
+
"관": 130,
|
| 135 |
+
"괄": 131,
|
| 136 |
+
"괌": 132,
|
| 137 |
+
"광": 133,
|
| 138 |
+
"괘": 134,
|
| 139 |
+
"괜": 135,
|
| 140 |
+
"괴": 136,
|
| 141 |
+
"굉": 137,
|
| 142 |
+
"교": 138,
|
| 143 |
+
"굘": 139,
|
| 144 |
+
"굥": 140,
|
| 145 |
+
"구": 141,
|
| 146 |
+
"국": 142,
|
| 147 |
+
"군": 143,
|
| 148 |
+
"굳": 144,
|
| 149 |
+
"굴": 145,
|
| 150 |
+
"굵": 146,
|
| 151 |
+
"굶": 147,
|
| 152 |
+
"굷": 148,
|
| 153 |
+
"굼": 149,
|
| 154 |
+
"굽": 150,
|
| 155 |
+
"굿": 151,
|
| 156 |
+
"궁": 152,
|
| 157 |
+
"궈": 153,
|
| 158 |
+
"권": 154,
|
| 159 |
+
"궐": 155,
|
| 160 |
+
"궜": 156,
|
| 161 |
+
"궤": 157,
|
| 162 |
+
"귀": 158,
|
| 163 |
+
"귄": 159,
|
| 164 |
+
"귓": 160,
|
| 165 |
+
"규": 161,
|
| 166 |
+
"균": 162,
|
| 167 |
+
"귤": 163,
|
| 168 |
+
"그": 164,
|
| 169 |
+
"극": 165,
|
| 170 |
+
"근": 166,
|
| 171 |
+
"귿": 167,
|
| 172 |
+
"글": 168,
|
| 173 |
+
"긁": 169,
|
| 174 |
+
"금": 170,
|
| 175 |
+
"급": 171,
|
| 176 |
+
"긋": 172,
|
| 177 |
+
"긍": 173,
|
| 178 |
+
"긎": 174,
|
| 179 |
+
"긓": 175,
|
| 180 |
+
"기": 176,
|
| 181 |
+
"긱": 177,
|
| 182 |
+
"긴": 178,
|
| 183 |
+
"길": 179,
|
| 184 |
+
"김": 180,
|
| 185 |
+
"깁": 181,
|
| 186 |
+
"깃": 182,
|
| 187 |
+
"깄": 183,
|
| 188 |
+
"깅": 184,
|
| 189 |
+
"깊": 185,
|
| 190 |
+
"까": 186,
|
| 191 |
+
"깍": 187,
|
| 192 |
+
"깎": 188,
|
| 193 |
+
"깐": 189,
|
| 194 |
+
"깔": 190,
|
| 195 |
+
"깜": 191,
|
| 196 |
+
"깝": 192,
|
| 197 |
+
"깠": 193,
|
| 198 |
+
"깡": 194,
|
| 199 |
+
"깥": 195,
|
| 200 |
+
"깨": 196,
|
| 201 |
+
"깬": 197,
|
| 202 |
+
"깰": 198,
|
| 203 |
+
"깸": 199,
|
| 204 |
+
"깹": 200,
|
| 205 |
+
"깻": 201,
|
| 206 |
+
"깼": 202,
|
| 207 |
+
"깽": 203,
|
| 208 |
+
"꺄": 204,
|
| 209 |
+
"꺠": 205,
|
| 210 |
+
"꺵": 206,
|
| 211 |
+
"꺼": 207,
|
| 212 |
+
"꺽": 208,
|
| 213 |
+
"꺾": 209,
|
| 214 |
+
"껀": 210,
|
| 215 |
+
"껄": 211,
|
| 216 |
+
"껌": 212,
|
| 217 |
+
"껍": 213,
|
| 218 |
+
"껏": 214,
|
| 219 |
+
"껐": 215,
|
| 220 |
+
"껑": 216,
|
| 221 |
+
"께": 217,
|
| 222 |
+
"껬": 218,
|
| 223 |
+
"껴": 219,
|
| 224 |
+
"꼈": 220,
|
| 225 |
+
"꼐": 221,
|
| 226 |
+
"꼬": 222,
|
| 227 |
+
"꼭": 223,
|
| 228 |
+
"꼰": 224,
|
| 229 |
+
"꼴": 225,
|
| 230 |
+
"꼼": 226,
|
| 231 |
+
"꼽": 227,
|
| 232 |
+
"꼿": 228,
|
| 233 |
+
"꽁": 229,
|
| 234 |
+
"꽂": 230,
|
| 235 |
+
"꽃": 231,
|
| 236 |
+
"꽈": 232,
|
| 237 |
+
"꽉": 233,
|
| 238 |
+
"꽝": 234,
|
| 239 |
+
"꽤": 235,
|
| 240 |
+
"꽥": 236,
|
| 241 |
+
"꽹": 237,
|
| 242 |
+
"꾀": 238,
|
| 243 |
+
"꾸": 239,
|
| 244 |
+
"꾹": 240,
|
| 245 |
+
"꾼": 241,
|
| 246 |
+
"꿀": 242,
|
| 247 |
+
"꿇": 243,
|
| 248 |
+
"꿈": 244,
|
| 249 |
+
"꿉": 245,
|
| 250 |
+
"꿋": 246,
|
| 251 |
+
"꿍": 247,
|
| 252 |
+
"꿔": 248,
|
| 253 |
+
"꿨": 249,
|
| 254 |
+
"꿩": 250,
|
| 255 |
+
"꿰": 251,
|
| 256 |
+
"뀌": 252,
|
| 257 |
+
"뀐": 253,
|
| 258 |
+
"뀔": 254,
|
| 259 |
+
"뀝": 255,
|
| 260 |
+
"뀨": 256,
|
| 261 |
+
"끄": 257,
|
| 262 |
+
"끅": 258,
|
| 263 |
+
"끈": 259,
|
| 264 |
+
"끊": 260,
|
| 265 |
+
"끌": 261,
|
| 266 |
+
"끍": 262,
|
| 267 |
+
"끓": 263,
|
| 268 |
+
"끔": 264,
|
| 269 |
+
"끕": 265,
|
| 270 |
+
"끗": 266,
|
| 271 |
+
"끙": 267,
|
| 272 |
+
"끝": 268,
|
| 273 |
+
"끼": 269,
|
| 274 |
+
"끽": 270,
|
| 275 |
+
"낀": 271,
|
| 276 |
+
"낄": 272,
|
| 277 |
+
"낌": 273,
|
| 278 |
+
"낍": 274,
|
| 279 |
+
"낑": 275,
|
| 280 |
+
"나": 276,
|
| 281 |
+
"낙": 277,
|
| 282 |
+
"낚": 278,
|
| 283 |
+
"난": 279,
|
| 284 |
+
"날": 280,
|
| 285 |
+
"낡": 281,
|
| 286 |
+
"남": 282,
|
| 287 |
+
"납": 283,
|
| 288 |
+
"낫": 284,
|
| 289 |
+
"났": 285,
|
| 290 |
+
"낭": 286,
|
| 291 |
+
"낮": 287,
|
| 292 |
+
"낯": 288,
|
| 293 |
+
"낱": 289,
|
| 294 |
+
"낳": 290,
|
| 295 |
+
"내": 291,
|
| 296 |
+
"낸": 292,
|
| 297 |
+
"낼": 293,
|
| 298 |
+
"냄": 294,
|
| 299 |
+
"냅": 295,
|
| 300 |
+
"냈": 296,
|
| 301 |
+
"냉": 297,
|
| 302 |
+
"냐": 298,
|
| 303 |
+
"냠": 299,
|
| 304 |
+
"냥": 300,
|
| 305 |
+
"너": 301,
|
| 306 |
+
"넉": 302,
|
| 307 |
+
"넋": 303,
|
| 308 |
+
"넌": 304,
|
| 309 |
+
"널": 305,
|
| 310 |
+
"넒": 306,
|
| 311 |
+
"넓": 307,
|
| 312 |
+
"넘": 308,
|
| 313 |
+
"넙": 309,
|
| 314 |
+
"넛": 310,
|
| 315 |
+
"넜": 311,
|
| 316 |
+
"넝": 312,
|
| 317 |
+
"넣": 313,
|
| 318 |
+
"네": 314,
|
| 319 |
+
"넥": 315,
|
| 320 |
+
"넬": 316,
|
| 321 |
+
"넴": 317,
|
| 322 |
+
"넵": 318,
|
| 323 |
+
"넷": 319,
|
| 324 |
+
"녀": 320,
|
| 325 |
+
"녁": 321,
|
| 326 |
+
"년": 322,
|
| 327 |
+
"념": 323,
|
| 328 |
+
"녔": 324,
|
| 329 |
+
"녕": 325,
|
| 330 |
+
"녜": 326,
|
| 331 |
+
"노": 327,
|
| 332 |
+
"녹": 328,
|
| 333 |
+
"논": 329,
|
| 334 |
+
"놀": 330,
|
| 335 |
+
"놈": 331,
|
| 336 |
+
"놉": 332,
|
| 337 |
+
"농": 333,
|
| 338 |
+
"높": 334,
|
| 339 |
+
"놓": 335,
|
| 340 |
+
"놔": 336,
|
| 341 |
+
"놨": 337,
|
| 342 |
+
"뇌": 338,
|
| 343 |
+
"뇨": 339,
|
| 344 |
+
"뇰": 340,
|
| 345 |
+
"뇽": 341,
|
| 346 |
+
"누": 342,
|
| 347 |
+
"눅": 343,
|
| 348 |
+
"눈": 344,
|
| 349 |
+
"눌": 345,
|
| 350 |
+
"눔": 346,
|
| 351 |
+
"눕": 347,
|
| 352 |
+
"눗": 348,
|
| 353 |
+
"눙": 349,
|
| 354 |
+
"눠": 350,
|
| 355 |
+
"눴": 351,
|
| 356 |
+
"뉘": 352,
|
| 357 |
+
"뉜": 353,
|
| 358 |
+
"뉴": 354,
|
| 359 |
+
"늄": 355,
|
| 360 |
+
"느": 356,
|
| 361 |
+
"늑": 357,
|
| 362 |
+
"는": 358,
|
| 363 |
+
"늘": 359,
|
| 364 |
+
"늙": 360,
|
| 365 |
+
"늠": 361,
|
| 366 |
+
"능": 362,
|
| 367 |
+
"늦": 363,
|
| 368 |
+
"늬": 364,
|
| 369 |
+
"니": 365,
|
| 370 |
+
"닉": 366,
|
| 371 |
+
"닌": 367,
|
| 372 |
+
"닐": 368,
|
| 373 |
+
"님": 369,
|
| 374 |
+
"닙": 370,
|
| 375 |
+
"닛": 371,
|
| 376 |
+
"닝": 372,
|
| 377 |
+
"닢": 373,
|
| 378 |
+
"다": 374,
|
| 379 |
+
"닥": 375,
|
| 380 |
+
"닦": 376,
|
| 381 |
+
"단": 377,
|
| 382 |
+
"닫": 378,
|
| 383 |
+
"달": 379,
|
| 384 |
+
"닭": 380,
|
| 385 |
+
"닮": 381,
|
| 386 |
+
"닳": 382,
|
| 387 |
+
"담": 383,
|
| 388 |
+
"답": 384,
|
| 389 |
+
"닷": 385,
|
| 390 |
+
"당": 386,
|
| 391 |
+
"닻": 387,
|
| 392 |
+
"닿": 388,
|
| 393 |
+
"대": 389,
|
| 394 |
+
"댁": 390,
|
| 395 |
+
"댄": 391,
|
| 396 |
+
"댈": 392,
|
| 397 |
+
"댐": 393,
|
| 398 |
+
"댑": 394,
|
| 399 |
+
"댓": 395,
|
| 400 |
+
"댔": 396,
|
| 401 |
+
"댕": 397,
|
| 402 |
+
"댜": 398,
|
| 403 |
+
"더": 399,
|
| 404 |
+
"덕": 400,
|
| 405 |
+
"던": 401,
|
| 406 |
+
"덜": 402,
|
| 407 |
+
"덞": 403,
|
| 408 |
+
"덟": 404,
|
| 409 |
+
"덤": 405,
|
| 410 |
+
"덥": 406,
|
| 411 |
+
"덧": 407,
|
| 412 |
+
"덩": 408,
|
| 413 |
+
"덫": 409,
|
| 414 |
+
"덮": 410,
|
| 415 |
+
"데": 411,
|
| 416 |
+
"덱": 412,
|
| 417 |
+
"덴": 413,
|
| 418 |
+
"델": 414,
|
| 419 |
+
"뎀": 415,
|
| 420 |
+
"뎁": 416,
|
| 421 |
+
"뎃": 417,
|
| 422 |
+
"뎅": 418,
|
| 423 |
+
"뎌": 419,
|
| 424 |
+
"도": 420,
|
| 425 |
+
"독": 421,
|
| 426 |
+
"돈": 422,
|
| 427 |
+
"돋": 423,
|
| 428 |
+
"돌": 424,
|
| 429 |
+
"돔": 425,
|
| 430 |
+
"돕": 426,
|
| 431 |
+
"돗": 427,
|
| 432 |
+
"동": 428,
|
| 433 |
+
"돠": 429,
|
| 434 |
+
"돼": 430,
|
| 435 |
+
"됄": 431,
|
| 436 |
+
"됐": 432,
|
| 437 |
+
"되": 433,
|
| 438 |
+
"된": 434,
|
| 439 |
+
"될": 435,
|
| 440 |
+
"됨": 436,
|
| 441 |
+
"됩": 437,
|
| 442 |
+
"됬": 438,
|
| 443 |
+
"두": 439,
|
| 444 |
+
"둑": 440,
|
| 445 |
+
"둔": 441,
|
| 446 |
+
"둘": 442,
|
| 447 |
+
"둠": 443,
|
| 448 |
+
"둡": 444,
|
| 449 |
+
"둥": 445,
|
| 450 |
+
"둬": 446,
|
| 451 |
+
"뒀": 447,
|
| 452 |
+
"뒤": 448,
|
| 453 |
+
"뒨": 449,
|
| 454 |
+
"뒷": 450,
|
| 455 |
+
"뒹": 451,
|
| 456 |
+
"듀": 452,
|
| 457 |
+
"듄": 453,
|
| 458 |
+
"드": 454,
|
| 459 |
+
"득": 455,
|
| 460 |
+
"든": 456,
|
| 461 |
+
"듣": 457,
|
| 462 |
+
"들": 458,
|
| 463 |
+
"듦": 459,
|
| 464 |
+
"듬": 460,
|
| 465 |
+
"듭": 461,
|
| 466 |
+
"듯": 462,
|
| 467 |
+
"등": 463,
|
| 468 |
+
"디": 464,
|
| 469 |
+
"딕": 465,
|
| 470 |
+
"딘": 466,
|
| 471 |
+
"딛": 467,
|
| 472 |
+
"딜": 468,
|
| 473 |
+
"딤": 469,
|
| 474 |
+
"딧": 470,
|
| 475 |
+
"딨": 471,
|
| 476 |
+
"딩": 472,
|
| 477 |
+
"딪": 473,
|
| 478 |
+
"따": 474,
|
| 479 |
+
"딱": 475,
|
| 480 |
+
"딲": 476,
|
| 481 |
+
"딴": 477,
|
| 482 |
+
"딸": 478,
|
| 483 |
+
"땀": 479,
|
| 484 |
+
"땄": 480,
|
| 485 |
+
"땅": 481,
|
| 486 |
+
"때": 482,
|
| 487 |
+
"땐": 483,
|
| 488 |
+
"땜": 484,
|
| 489 |
+
"땠": 485,
|
| 490 |
+
"땡": 486,
|
| 491 |
+
"떄": 487,
|
| 492 |
+
"떙": 488,
|
| 493 |
+
"떠": 489,
|
| 494 |
+
"떡": 490,
|
| 495 |
+
"떤": 491,
|
| 496 |
+
"떨": 492,
|
| 497 |
+
"떫": 493,
|
| 498 |
+
"떱": 494,
|
| 499 |
+
"떳": 495,
|
| 500 |
+
"떴": 496,
|
| 501 |
+
"떻": 497,
|
| 502 |
+
"떼": 498,
|
| 503 |
+
"뗀": 499,
|
| 504 |
+
"뗏": 500,
|
| 505 |
+
"뗐": 501,
|
| 506 |
+
"또": 502,
|
| 507 |
+
"똑": 503,
|
| 508 |
+
"똘": 504,
|
| 509 |
+
"똠": 505,
|
| 510 |
+
"똥": 506,
|
| 511 |
+
"뙤": 507,
|
| 512 |
+
"뚜": 508,
|
| 513 |
+
"뚝": 509,
|
| 514 |
+
"뚤": 510,
|
| 515 |
+
"뚫": 511,
|
| 516 |
+
"뚱": 512,
|
| 517 |
+
"뛰": 513,
|
| 518 |
+
"뛴": 514,
|
| 519 |
+
"뛸": 515,
|
| 520 |
+
"뜀": 516,
|
| 521 |
+
"뜁": 517,
|
| 522 |
+
"뜨": 518,
|
| 523 |
+
"뜩": 519,
|
| 524 |
+
"뜬": 520,
|
| 525 |
+
"뜯": 521,
|
| 526 |
+
"뜰": 522,
|
| 527 |
+
"뜸": 523,
|
| 528 |
+
"뜹": 524,
|
| 529 |
+
"뜻": 525,
|
| 530 |
+
"뜽": 526,
|
| 531 |
+
"띄": 527,
|
| 532 |
+
"띈": 528,
|
| 533 |
+
"띌": 529,
|
| 534 |
+
"띕": 530,
|
| 535 |
+
"띠": 531,
|
| 536 |
+
"띡": 532,
|
| 537 |
+
"띤": 533,
|
| 538 |
+
"띵": 534,
|
| 539 |
+
"라": 535,
|
| 540 |
+
"락": 536,
|
| 541 |
+
"란": 537,
|
| 542 |
+
"랄": 538,
|
| 543 |
+
"람": 539,
|
| 544 |
+
"랍": 540,
|
| 545 |
+
"랏": 541,
|
| 546 |
+
"랐": 542,
|
| 547 |
+
"랑": 543,
|
| 548 |
+
"랖": 544,
|
| 549 |
+
"랗": 545,
|
| 550 |
+
"래": 546,
|
| 551 |
+
"랙": 547,
|
| 552 |
+
"랜": 548,
|
| 553 |
+
"랠": 549,
|
| 554 |
+
"램": 550,
|
| 555 |
+
"랩": 551,
|
| 556 |
+
"랫": 552,
|
| 557 |
+
"랬": 553,
|
| 558 |
+
"랭": 554,
|
| 559 |
+
"랴": 555,
|
| 560 |
+
"략": 556,
|
| 561 |
+
"럈": 557,
|
| 562 |
+
"량": 558,
|
| 563 |
+
"러": 559,
|
| 564 |
+
"럭": 560,
|
| 565 |
+
"런": 561,
|
| 566 |
+
"럴": 562,
|
| 567 |
+
"럼": 563,
|
| 568 |
+
"럽": 564,
|
| 569 |
+
"럿": 565,
|
| 570 |
+
"렀": 566,
|
| 571 |
+
"렁": 567,
|
| 572 |
+
"렇": 568,
|
| 573 |
+
"레": 569,
|
| 574 |
+
"렉": 570,
|
| 575 |
+
"렌": 571,
|
| 576 |
+
"렐": 572,
|
| 577 |
+
"렘": 573,
|
| 578 |
+
"렙": 574,
|
| 579 |
+
"렛": 575,
|
| 580 |
+
"렝": 576,
|
| 581 |
+
"려": 577,
|
| 582 |
+
"력": 578,
|
| 583 |
+
"련": 579,
|
| 584 |
+
"렬": 580,
|
| 585 |
+
"렴": 581,
|
| 586 |
+
"렵": 582,
|
| 587 |
+
"렷": 583,
|
| 588 |
+
"렸": 584,
|
| 589 |
+
"령": 585,
|
| 590 |
+
"렼": 586,
|
| 591 |
+
"례": 587,
|
| 592 |
+
"로": 588,
|
| 593 |
+
"록": 589,
|
| 594 |
+
"론": 590,
|
| 595 |
+
"롤": 591,
|
| 596 |
+
"롬": 592,
|
| 597 |
+
"롭": 593,
|
| 598 |
+
"롯": 594,
|
| 599 |
+
"롱": 595,
|
| 600 |
+
"롷": 596,
|
| 601 |
+
"롸": 597,
|
| 602 |
+
"뢰": 598,
|
| 603 |
+
"료": 599,
|
| 604 |
+
"룐": 600,
|
| 605 |
+
"룟": 601,
|
| 606 |
+
"룡": 602,
|
| 607 |
+
"루": 603,
|
| 608 |
+
"룩": 604,
|
| 609 |
+
"룬": 605,
|
| 610 |
+
"룰": 606,
|
| 611 |
+
"룸": 607,
|
| 612 |
+
"룹": 608,
|
| 613 |
+
"룻": 609,
|
| 614 |
+
"룽": 610,
|
| 615 |
+
"뤄": 611,
|
| 616 |
+
"뤘": 612,
|
| 617 |
+
"뤼": 613,
|
| 618 |
+
"류": 614,
|
| 619 |
+
"륙": 615,
|
| 620 |
+
"륜": 616,
|
| 621 |
+
"률": 617,
|
| 622 |
+
"륨": 618,
|
| 623 |
+
"륭": 619,
|
| 624 |
+
"르": 620,
|
| 625 |
+
"륵": 621,
|
| 626 |
+
"른": 622,
|
| 627 |
+
"를": 623,
|
| 628 |
+
"름": 624,
|
| 629 |
+
"릅": 625,
|
| 630 |
+
"릇": 626,
|
| 631 |
+
"릉": 627,
|
| 632 |
+
"릎": 628,
|
| 633 |
+
"릏": 629,
|
| 634 |
+
"리": 630,
|
| 635 |
+
"릭": 631,
|
| 636 |
+
"린": 632,
|
| 637 |
+
"릴": 633,
|
| 638 |
+
"림": 634,
|
| 639 |
+
"립": 635,
|
| 640 |
+
"릿": 636,
|
| 641 |
+
"링": 637,
|
| 642 |
+
"마": 638,
|
| 643 |
+
"막": 639,
|
| 644 |
+
"만": 640,
|
| 645 |
+
"많": 641,
|
| 646 |
+
"맏": 642,
|
| 647 |
+
"말": 643,
|
| 648 |
+
"맑": 644,
|
| 649 |
+
"맘": 645,
|
| 650 |
+
"맙": 646,
|
| 651 |
+
"맛": 647,
|
| 652 |
+
"망": 648,
|
| 653 |
+
"맞": 649,
|
| 654 |
+
"맡": 650,
|
| 655 |
+
"맣": 651,
|
| 656 |
+
"매": 652,
|
| 657 |
+
"맥": 653,
|
| 658 |
+
"맨": 654,
|
| 659 |
+
"맬": 655,
|
| 660 |
+
"맴": 656,
|
| 661 |
+
"맵": 657,
|
| 662 |
+
"맷": 658,
|
| 663 |
+
"맸": 659,
|
| 664 |
+
"맹": 660,
|
| 665 |
+
"맺": 661,
|
| 666 |
+
"먀": 662,
|
| 667 |
+
"머": 663,
|
| 668 |
+
"먹": 664,
|
| 669 |
+
"먼": 665,
|
| 670 |
+
"멀": 666,
|
| 671 |
+
"멈": 667,
|
| 672 |
+
"멉": 668,
|
| 673 |
+
"멋": 669,
|
| 674 |
+
"멍": 670,
|
| 675 |
+
"멎": 671,
|
| 676 |
+
"멓": 672,
|
| 677 |
+
"메": 673,
|
| 678 |
+
"멕": 674,
|
| 679 |
+
"멘": 675,
|
| 680 |
+
"멜": 676,
|
| 681 |
+
"멤": 677,
|
| 682 |
+
"멧": 678,
|
| 683 |
+
"멩": 679,
|
| 684 |
+
"며": 680,
|
| 685 |
+
"멱": 681,
|
| 686 |
+
"면": 682,
|
| 687 |
+
"멸": 683,
|
| 688 |
+
"명": 684,
|
| 689 |
+
"몇": 685,
|
| 690 |
+
"모": 686,
|
| 691 |
+
"목": 687,
|
| 692 |
+
"몫": 688,
|
| 693 |
+
"몬": 689,
|
| 694 |
+
"몰": 690,
|
| 695 |
+
"몸": 691,
|
| 696 |
+
"몹": 692,
|
| 697 |
+
"못": 693,
|
| 698 |
+
"몽": 694,
|
| 699 |
+
"묘": 695,
|
| 700 |
+
"무": 696,
|
| 701 |
+
"묵": 697,
|
| 702 |
+
"묶": 698,
|
| 703 |
+
"문": 699,
|
| 704 |
+
"묻": 700,
|
| 705 |
+
"물": 701,
|
| 706 |
+
"묽": 702,
|
| 707 |
+
"뭅": 703,
|
| 708 |
+
"뭇": 704,
|
| 709 |
+
"뭉": 705,
|
| 710 |
+
"뭍": 706,
|
| 711 |
+
"뭐": 707,
|
| 712 |
+
"뭔": 708,
|
| 713 |
+
"뭘": 709,
|
| 714 |
+
"뭡": 710,
|
| 715 |
+
"뭣": 711,
|
| 716 |
+
"뮈": 712,
|
| 717 |
+
"뮤": 713,
|
| 718 |
+
"뮬": 714,
|
| 719 |
+
"뮹": 715,
|
| 720 |
+
"므": 716,
|
| 721 |
+
"믄": 717,
|
| 722 |
+
"믈": 718,
|
| 723 |
+
"미": 719,
|
| 724 |
+
"믹": 720,
|
| 725 |
+
"민": 721,
|
| 726 |
+
"믿": 722,
|
| 727 |
+
"밀": 723,
|
| 728 |
+
"밈": 724,
|
| 729 |
+
"밉": 725,
|
| 730 |
+
"밋": 726,
|
| 731 |
+
"밌": 727,
|
| 732 |
+
"밍": 728,
|
| 733 |
+
"및": 729,
|
| 734 |
+
"밑": 730,
|
| 735 |
+
"바": 731,
|
| 736 |
+
"박": 732,
|
| 737 |
+
"밖": 733,
|
| 738 |
+
"반": 734,
|
| 739 |
+
"받": 735,
|
| 740 |
+
"발": 736,
|
| 741 |
+
"밝": 737,
|
| 742 |
+
"밟": 738,
|
| 743 |
+
"밤": 739,
|
| 744 |
+
"밥": 740,
|
| 745 |
+
"밧": 741,
|
| 746 |
+
"방": 742,
|
| 747 |
+
"밭": 743,
|
| 748 |
+
"배": 744,
|
| 749 |
+
"백": 745,
|
| 750 |
+
"밴": 746,
|
| 751 |
+
"밸": 747,
|
| 752 |
+
"뱀": 748,
|
| 753 |
+
"뱁": 749,
|
| 754 |
+
"뱃": 750,
|
| 755 |
+
"뱅": 751,
|
| 756 |
+
"뱉": 752,
|
| 757 |
+
"버": 753,
|
| 758 |
+
"벅": 754,
|
| 759 |
+
"번": 755,
|
| 760 |
+
"벌": 756,
|
| 761 |
+
"범": 757,
|
| 762 |
+
"법": 758,
|
| 763 |
+
"벗": 759,
|
| 764 |
+
"벙": 760,
|
| 765 |
+
"벚": 761,
|
| 766 |
+
"베": 762,
|
| 767 |
+
"벡": 763,
|
| 768 |
+
"벤": 764,
|
| 769 |
+
"벨": 765,
|
| 770 |
+
"벳": 766,
|
| 771 |
+
"벵": 767,
|
| 772 |
+
"벼": 768,
|
| 773 |
+
"벽": 769,
|
| 774 |
+
"변": 770,
|
| 775 |
+
"별": 771,
|
| 776 |
+
"볍": 772,
|
| 777 |
+
"볐": 773,
|
| 778 |
+
"병": 774,
|
| 779 |
+
"볕": 775,
|
| 780 |
+
"보": 776,
|
| 781 |
+
"복": 777,
|
| 782 |
+
"볶": 778,
|
| 783 |
+
"본": 779,
|
| 784 |
+
"볼": 780,
|
| 785 |
+
"봄": 781,
|
| 786 |
+
"봅": 782,
|
| 787 |
+
"봇": 783,
|
| 788 |
+
"봈": 784,
|
| 789 |
+
"봉": 785,
|
| 790 |
+
"봐": 786,
|
| 791 |
+
"봤": 787,
|
| 792 |
+
"봬": 788,
|
| 793 |
+
"뵀": 789,
|
| 794 |
+
"뵈": 790,
|
| 795 |
+
"뵌": 791,
|
| 796 |
+
"뵐": 792,
|
| 797 |
+
"뵙": 793,
|
| 798 |
+
"뵜": 794,
|
| 799 |
+
"부": 795,
|
| 800 |
+
"북": 796,
|
| 801 |
+
"분": 797,
|
| 802 |
+
"불": 798,
|
| 803 |
+
"붉": 799,
|
| 804 |
+
"붐": 800,
|
| 805 |
+
"붑": 801,
|
| 806 |
+
"붓": 802,
|
| 807 |
+
"붕": 803,
|
| 808 |
+
"붙": 804,
|
| 809 |
+
"뷔": 805,
|
| 810 |
+
"뷰": 806,
|
| 811 |
+
"뷸": 807,
|
| 812 |
+
"브": 808,
|
| 813 |
+
"븐": 809,
|
| 814 |
+
"블": 810,
|
| 815 |
+
"비": 811,
|
| 816 |
+
"빅": 812,
|
| 817 |
+
"빈": 813,
|
| 818 |
+
"빌": 814,
|
| 819 |
+
"빔": 815,
|
| 820 |
+
"빕": 816,
|
| 821 |
+
"빗": 817,
|
| 822 |
+
"빙": 818,
|
| 823 |
+
"빚": 819,
|
| 824 |
+
"빛": 820,
|
| 825 |
+
"빠": 821,
|
| 826 |
+
"빡": 822,
|
| 827 |
+
"빤": 823,
|
| 828 |
+
"빨": 824,
|
| 829 |
+
"빰": 825,
|
| 830 |
+
"빳": 826,
|
| 831 |
+
"빴": 827,
|
| 832 |
+
"빵": 828,
|
| 833 |
+
"빼": 829,
|
| 834 |
+
"빽": 830,
|
| 835 |
+
"뺀": 831,
|
| 836 |
+
"뺄": 832,
|
| 837 |
+
"뺍": 833,
|
| 838 |
+
"뺏": 834,
|
| 839 |
+
"뺐": 835,
|
| 840 |
+
"뺑": 836,
|
| 841 |
+
"뺨": 837,
|
| 842 |
+
"뺭": 838,
|
| 843 |
+
"뺴": 839,
|
| 844 |
+
"뺼": 840,
|
| 845 |
+
"뻇": 841,
|
| 846 |
+
"뻐": 842,
|
| 847 |
+
"뻑": 843,
|
| 848 |
+
"뻔": 844,
|
| 849 |
+
"뻗": 845,
|
| 850 |
+
"뻘": 846,
|
| 851 |
+
"뻣": 847,
|
| 852 |
+
"뻤": 848,
|
| 853 |
+
"뻥": 849,
|
| 854 |
+
"뼈": 850,
|
| 855 |
+
"뼘": 851,
|
| 856 |
+
"뼝": 852,
|
| 857 |
+
"뽀": 853,
|
| 858 |
+
"뽁": 854,
|
| 859 |
+
"뽄": 855,
|
| 860 |
+
"뽑": 856,
|
| 861 |
+
"뽕": 857,
|
| 862 |
+
"뾰": 858,
|
| 863 |
+
"뾱": 859,
|
| 864 |
+
"뿅": 860,
|
| 865 |
+
"뿌": 861,
|
| 866 |
+
"뿍": 862,
|
| 867 |
+
"뿐": 863,
|
| 868 |
+
"뿔": 864,
|
| 869 |
+
"뿜": 865,
|
| 870 |
+
"뿡": 866,
|
| 871 |
+
"쁘": 867,
|
| 872 |
+
"쁜": 868,
|
| 873 |
+
"쁠": 869,
|
| 874 |
+
"쁨": 870,
|
| 875 |
+
"쁩": 871,
|
| 876 |
+
"삐": 872,
|
| 877 |
+
"삔": 873,
|
| 878 |
+
"삘": 874,
|
| 879 |
+
"삥": 875,
|
| 880 |
+
"사": 876,
|
| 881 |
+
"삭": 877,
|
| 882 |
+
"산": 878,
|
| 883 |
+
"살": 879,
|
| 884 |
+
"삶": 880,
|
| 885 |
+
"삼": 881,
|
| 886 |
+
"삽": 882,
|
| 887 |
+
"삿": 883,
|
| 888 |
+
"샀": 884,
|
| 889 |
+
"상": 885,
|
| 890 |
+
"새": 886,
|
| 891 |
+
"색": 887,
|
| 892 |
+
"샊": 888,
|
| 893 |
+
"샌": 889,
|
| 894 |
+
"샐": 890,
|
| 895 |
+
"샘": 891,
|
| 896 |
+
"샙": 892,
|
| 897 |
+
"샛": 893,
|
| 898 |
+
"샜": 894,
|
| 899 |
+
"생": 895,
|
| 900 |
+
"샤": 896,
|
| 901 |
+
"샥": 897,
|
| 902 |
+
"샨": 898,
|
| 903 |
+
"샬": 899,
|
| 904 |
+
"샴": 900,
|
| 905 |
+
"샵": 901,
|
| 906 |
+
"샷": 902,
|
| 907 |
+
"샹": 903,
|
| 908 |
+
"섀": 904,
|
| 909 |
+
"서": 905,
|
| 910 |
+
"석": 906,
|
| 911 |
+
"섞": 907,
|
| 912 |
+
"선": 908,
|
| 913 |
+
"섣": 909,
|
| 914 |
+
"설": 910,
|
| 915 |
+
"섬": 911,
|
| 916 |
+
"섭": 912,
|
| 917 |
+
"섯": 913,
|
| 918 |
+
"섰": 914,
|
| 919 |
+
"성": 915,
|
| 920 |
+
"세": 916,
|
| 921 |
+
"섹": 917,
|
| 922 |
+
"센": 918,
|
| 923 |
+
"셀": 919,
|
| 924 |
+
"셈": 920,
|
| 925 |
+
"셉": 921,
|
| 926 |
+
"셋": 922,
|
| 927 |
+
"셌": 923,
|
| 928 |
+
"셔": 924,
|
| 929 |
+
"션": 925,
|
| 930 |
+
"셜": 926,
|
| 931 |
+
"셥": 927,
|
| 932 |
+
"셧": 928,
|
| 933 |
+
"셨": 929,
|
| 934 |
+
"셰": 930,
|
| 935 |
+
"소": 931,
|
| 936 |
+
"속": 932,
|
| 937 |
+
"솎": 933,
|
| 938 |
+
"손": 934,
|
| 939 |
+
"솔": 935,
|
| 940 |
+
"솜": 936,
|
| 941 |
+
"솟": 937,
|
| 942 |
+
"송": 938,
|
| 943 |
+
"솥": 939,
|
| 944 |
+
"솨": 940,
|
| 945 |
+
"쇄": 941,
|
| 946 |
+
"쇠": 942,
|
| 947 |
+
"쇼": 943,
|
| 948 |
+
"쇽": 944,
|
| 949 |
+
"숀": 945,
|
| 950 |
+
"숌": 946,
|
| 951 |
+
"숍": 947,
|
| 952 |
+
"숏": 948,
|
| 953 |
+
"숑": 949,
|
| 954 |
+
"수": 950,
|
| 955 |
+
"숙": 951,
|
| 956 |
+
"순": 952,
|
| 957 |
+
"숟": 953,
|
| 958 |
+
"술": 954,
|
| 959 |
+
"숨": 955,
|
| 960 |
+
"숩": 956,
|
| 961 |
+
"숫": 957,
|
| 962 |
+
"숭": 958,
|
| 963 |
+
"숯": 959,
|
| 964 |
+
"숱": 960,
|
| 965 |
+
"숲": 961,
|
| 966 |
+
"숴": 962,
|
| 967 |
+
"쉐": 963,
|
| 968 |
+
"쉘": 964,
|
| 969 |
+
"쉣": 965,
|
| 970 |
+
"쉬": 966,
|
| 971 |
+
"쉭": 967,
|
| 972 |
+
"쉰": 968,
|
| 973 |
+
"쉴": 969,
|
| 974 |
+
"쉼": 970,
|
| 975 |
+
"쉽": 971,
|
| 976 |
+
"쉿": 972,
|
| 977 |
+
"슁": 973,
|
| 978 |
+
"슈": 974,
|
| 979 |
+
"슉": 975,
|
| 980 |
+
"슐": 976,
|
| 981 |
+
"슘": 977,
|
| 982 |
+
"슛": 978,
|
| 983 |
+
"슝": 979,
|
| 984 |
+
"스": 980,
|
| 985 |
+
"슥": 981,
|
| 986 |
+
"슨": 982,
|
| 987 |
+
"슬": 983,
|
| 988 |
+
"슴": 984,
|
| 989 |
+
"습": 985,
|
| 990 |
+
"슷": 986,
|
| 991 |
+
"승": 987,
|
| 992 |
+
"시": 988,
|
| 993 |
+
"식": 989,
|
| 994 |
+
"신": 990,
|
| 995 |
+
"싣": 991,
|
| 996 |
+
"실": 992,
|
| 997 |
+
"싫": 993,
|
| 998 |
+
"심": 994,
|
| 999 |
+
"십": 995,
|
| 1000 |
+
"싯": 996,
|
| 1001 |
+
"싱": 997,
|
| 1002 |
+
"싴": 998,
|
| 1003 |
+
"싶": 999,
|
| 1004 |
+
"싸": 1000,
|
| 1005 |
+
"싹": 1001,
|
| 1006 |
+
"싼": 1002,
|
| 1007 |
+
"쌀": 1003,
|
| 1008 |
+
"쌈": 1004,
|
| 1009 |
+
"쌉": 1005,
|
| 1010 |
+
"쌌": 1006,
|
| 1011 |
+
"쌍": 1007,
|
| 1012 |
+
"쌓": 1008,
|
| 1013 |
+
"쌔": 1009,
|
| 1014 |
+
"쌘": 1010,
|
| 1015 |
+
"쌤": 1011,
|
| 1016 |
+
"쌩": 1012,
|
| 1017 |
+
"쌰": 1013,
|
| 1018 |
+
"썜": 1014,
|
| 1019 |
+
"써": 1015,
|
| 1020 |
+
"썩": 1016,
|
| 1021 |
+
"썬": 1017,
|
| 1022 |
+
"썰": 1018,
|
| 1023 |
+
"썸": 1019,
|
| 1024 |
+
"썹": 1020,
|
| 1025 |
+
"썻": 1021,
|
| 1026 |
+
"썼": 1022,
|
| 1027 |
+
"썽": 1023,
|
| 1028 |
+
"쎄": 1024,
|
| 1029 |
+
"쎈": 1025,
|
| 1030 |
+
"쎌": 1026,
|
| 1031 |
+
"쎘": 1027,
|
| 1032 |
+
"쎼": 1028,
|
| 1033 |
+
"쏘": 1029,
|
| 1034 |
+
"쏙": 1030,
|
| 1035 |
+
"쏜": 1031,
|
| 1036 |
+
"쏟": 1032,
|
| 1037 |
+
"쏠": 1033,
|
| 1038 |
+
"쏩": 1034,
|
| 1039 |
+
"쏭": 1035,
|
| 1040 |
+
"쏴": 1036,
|
| 1041 |
+
"쏵": 1037,
|
| 1042 |
+
"쐈": 1038,
|
| 1043 |
+
"쐬": 1039,
|
| 1044 |
+
"쑈": 1040,
|
| 1045 |
+
"쑤": 1041,
|
| 1046 |
+
"쑥": 1042,
|
| 1047 |
+
"쒸": 1043,
|
| 1048 |
+
"쓰": 1044,
|
| 1049 |
+
"쓱": 1045,
|
| 1050 |
+
"쓴": 1046,
|
| 1051 |
+
"쓸": 1047,
|
| 1052 |
+
"씀": 1048,
|
| 1053 |
+
"씁": 1049,
|
| 1054 |
+
"씌": 1050,
|
| 1055 |
+
"씨": 1051,
|
| 1056 |
+
"씩": 1052,
|
| 1057 |
+
"씬": 1053,
|
| 1058 |
+
"씸": 1054,
|
| 1059 |
+
"씹": 1055,
|
| 1060 |
+
"씻": 1056,
|
| 1061 |
+
"씽": 1057,
|
| 1062 |
+
"아": 1058,
|
| 1063 |
+
"악": 1059,
|
| 1064 |
+
"안": 1060,
|
| 1065 |
+
"앉": 1061,
|
| 1066 |
+
"않": 1062,
|
| 1067 |
+
"알": 1063,
|
| 1068 |
+
"앓": 1064,
|
| 1069 |
+
"암": 1065,
|
| 1070 |
+
"압": 1066,
|
| 1071 |
+
"앗": 1067,
|
| 1072 |
+
"았": 1068,
|
| 1073 |
+
"앙": 1069,
|
| 1074 |
+
"앞": 1070,
|
| 1075 |
+
"애": 1071,
|
| 1076 |
+
"액": 1072,
|
| 1077 |
+
"앤": 1073,
|
| 1078 |
+
"앨": 1074,
|
| 1079 |
+
"앰": 1075,
|
| 1080 |
+
"앱": 1076,
|
| 1081 |
+
"앳": 1077,
|
| 1082 |
+
"앴": 1078,
|
| 1083 |
+
"앵": 1079,
|
| 1084 |
+
"야": 1080,
|
| 1085 |
+
"약": 1081,
|
| 1086 |
+
"얀": 1082,
|
| 1087 |
+
"얄": 1083,
|
| 1088 |
+
"얇": 1084,
|
| 1089 |
+
"얌": 1085,
|
| 1090 |
+
"얍": 1086,
|
| 1091 |
+
"양": 1087,
|
| 1092 |
+
"얕": 1088,
|
| 1093 |
+
"얗": 1089,
|
| 1094 |
+
"얘": 1090,
|
| 1095 |
+
"얜": 1091,
|
| 1096 |
+
"어": 1092,
|
| 1097 |
+
"억": 1093,
|
| 1098 |
+
"언": 1094,
|
| 1099 |
+
"얹": 1095,
|
| 1100 |
+
"얻": 1096,
|
| 1101 |
+
"얼": 1097,
|
| 1102 |
+
"얽": 1098,
|
| 1103 |
+
"엄": 1099,
|
| 1104 |
+
"업": 1100,
|
| 1105 |
+
"없": 1101,
|
| 1106 |
+
"엇": 1102,
|
| 1107 |
+
"었": 1103,
|
| 1108 |
+
"엉": 1104,
|
| 1109 |
+
"엊": 1105,
|
| 1110 |
+
"엌": 1106,
|
| 1111 |
+
"엎": 1107,
|
| 1112 |
+
"에": 1108,
|
| 1113 |
+
"엑": 1109,
|
| 1114 |
+
"엔": 1110,
|
| 1115 |
+
"엘": 1111,
|
| 1116 |
+
"엠": 1112,
|
| 1117 |
+
"엣": 1113,
|
| 1118 |
+
"엥": 1114,
|
| 1119 |
+
"여": 1115,
|
| 1120 |
+
"역": 1116,
|
| 1121 |
+
"엮": 1117,
|
| 1122 |
+
"연": 1118,
|
| 1123 |
+
"열": 1119,
|
| 1124 |
+
"염": 1120,
|
| 1125 |
+
"엽": 1121,
|
| 1126 |
+
"엿": 1122,
|
| 1127 |
+
"였": 1123,
|
| 1128 |
+
"영": 1124,
|
| 1129 |
+
"옅": 1125,
|
| 1130 |
+
"옆": 1126,
|
| 1131 |
+
"옇": 1127,
|
| 1132 |
+
"예": 1128,
|
| 1133 |
+
"옌": 1129,
|
| 1134 |
+
"옐": 1130,
|
| 1135 |
+
"옛": 1131,
|
| 1136 |
+
"오": 1132,
|
| 1137 |
+
"옥": 1133,
|
| 1138 |
+
"온": 1134,
|
| 1139 |
+
"올": 1135,
|
| 1140 |
+
"옮": 1136,
|
| 1141 |
+
"옳": 1137,
|
| 1142 |
+
"옴": 1138,
|
| 1143 |
+
"옵": 1139,
|
| 1144 |
+
"옷": 1140,
|
| 1145 |
+
"옹": 1141,
|
| 1146 |
+
"옻": 1142,
|
| 1147 |
+
"와": 1143,
|
| 1148 |
+
"왁": 1144,
|
| 1149 |
+
"완": 1145,
|
| 1150 |
+
"왈": 1146,
|
| 1151 |
+
"왓": 1147,
|
| 1152 |
+
"왔": 1148,
|
| 1153 |
+
"왕": 1149,
|
| 1154 |
+
"왜": 1150,
|
| 1155 |
+
"왠": 1151,
|
| 1156 |
+
"왤": 1152,
|
| 1157 |
+
"외": 1153,
|
| 1158 |
+
"왼": 1154,
|
| 1159 |
+
"욀": 1155,
|
| 1160 |
+
"요": 1156,
|
| 1161 |
+
"욕": 1157,
|
| 1162 |
+
"욘": 1158,
|
| 1163 |
+
"욜": 1159,
|
| 1164 |
+
"욤": 1160,
|
| 1165 |
+
"욥": 1161,
|
| 1166 |
+
"용": 1162,
|
| 1167 |
+
"우": 1163,
|
| 1168 |
+
"욱": 1164,
|
| 1169 |
+
"운": 1165,
|
| 1170 |
+
"울": 1166,
|
| 1171 |
+
"움": 1167,
|
| 1172 |
+
"웁": 1168,
|
| 1173 |
+
"웃": 1169,
|
| 1174 |
+
"웅": 1170,
|
| 1175 |
+
"워": 1171,
|
| 1176 |
+
"웍": 1172,
|
| 1177 |
+
"원": 1173,
|
| 1178 |
+
"월": 1174,
|
| 1179 |
+
"웜": 1175,
|
| 1180 |
+
"웠": 1176,
|
| 1181 |
+
"웨": 1177,
|
| 1182 |
+
"웩": 1178,
|
| 1183 |
+
"웬": 1179,
|
| 1184 |
+
"웰": 1180,
|
| 1185 |
+
"웹": 1181,
|
| 1186 |
+
"웻": 1182,
|
| 1187 |
+
"웽": 1183,
|
| 1188 |
+
"위": 1184,
|
| 1189 |
+
"윅": 1185,
|
| 1190 |
+
"윈": 1186,
|
| 1191 |
+
"윌": 1187,
|
| 1192 |
+
"윔": 1188,
|
| 1193 |
+
"윗": 1189,
|
| 1194 |
+
"윙": 1190,
|
| 1195 |
+
"유": 1191,
|
| 1196 |
+
"육": 1192,
|
| 1197 |
+
"윤": 1193,
|
| 1198 |
+
"율": 1194,
|
| 1199 |
+
"윱": 1195,
|
| 1200 |
+
"윳": 1196,
|
| 1201 |
+
"융": 1197,
|
| 1202 |
+
"윶": 1198,
|
| 1203 |
+
"윷": 1199,
|
| 1204 |
+
"으": 1200,
|
| 1205 |
+
"윽": 1201,
|
| 1206 |
+
"은": 1202,
|
| 1207 |
+
"읃": 1203,
|
| 1208 |
+
"을": 1204,
|
| 1209 |
+
"읊": 1205,
|
| 1210 |
+
"음": 1206,
|
| 1211 |
+
"읍": 1207,
|
| 1212 |
+
"읏": 1208,
|
| 1213 |
+
"응": 1209,
|
| 1214 |
+
"읒": 1210,
|
| 1215 |
+
"의": 1211,
|
| 1216 |
+
"이": 1212,
|
| 1217 |
+
"익": 1213,
|
| 1218 |
+
"인": 1214,
|
| 1219 |
+
"일": 1215,
|
| 1220 |
+
"읽": 1216,
|
| 1221 |
+
"잃": 1217,
|
| 1222 |
+
"임": 1218,
|
| 1223 |
+
"입": 1219,
|
| 1224 |
+
"잇": 1220,
|
| 1225 |
+
"있": 1221,
|
| 1226 |
+
"잉": 1222,
|
| 1227 |
+
"잊": 1223,
|
| 1228 |
+
"잌": 1224,
|
| 1229 |
+
"잎": 1225,
|
| 1230 |
+
"자": 1226,
|
| 1231 |
+
"작": 1227,
|
| 1232 |
+
"잔": 1228,
|
| 1233 |
+
"잖": 1229,
|
| 1234 |
+
"잘": 1230,
|
| 1235 |
+
"잠": 1231,
|
| 1236 |
+
"잡": 1232,
|
| 1237 |
+
"잣": 1233,
|
| 1238 |
+
"잤": 1234,
|
| 1239 |
+
"장": 1235,
|
| 1240 |
+
"잦": 1236,
|
| 1241 |
+
"재": 1237,
|
| 1242 |
+
"잭": 1238,
|
| 1243 |
+
"잰": 1239,
|
| 1244 |
+
"잴": 1240,
|
| 1245 |
+
"잼": 1241,
|
| 1246 |
+
"잽": 1242,
|
| 1247 |
+
"잿": 1243,
|
| 1248 |
+
"쟀": 1244,
|
| 1249 |
+
"쟁": 1245,
|
| 1250 |
+
"쟝": 1246,
|
| 1251 |
+
"쟤": 1247,
|
| 1252 |
+
"쟨": 1248,
|
| 1253 |
+
"저": 1249,
|
| 1254 |
+
"적": 1250,
|
| 1255 |
+
"전": 1251,
|
| 1256 |
+
"절": 1252,
|
| 1257 |
+
"젊": 1253,
|
| 1258 |
+
"점": 1254,
|
| 1259 |
+
"접": 1255,
|
| 1260 |
+
"젓": 1256,
|
| 1261 |
+
"정": 1257,
|
| 1262 |
+
"젖": 1258,
|
| 1263 |
+
"제": 1259,
|
| 1264 |
+
"젝": 1260,
|
| 1265 |
+
"젠": 1261,
|
| 1266 |
+
"젤": 1262,
|
| 1267 |
+
"젬": 1263,
|
| 1268 |
+
"젯": 1264,
|
| 1269 |
+
"져": 1265,
|
| 1270 |
+
"젼": 1266,
|
| 1271 |
+
"졌": 1267,
|
| 1272 |
+
"조": 1268,
|
| 1273 |
+
"족": 1269,
|
| 1274 |
+
"존": 1270,
|
| 1275 |
+
"졸": 1271,
|
| 1276 |
+
"좀": 1272,
|
| 1277 |
+
"좁": 1273,
|
| 1278 |
+
"좃": 1274,
|
| 1279 |
+
"종": 1275,
|
| 1280 |
+
"좆": 1276,
|
| 1281 |
+
"좋": 1277,
|
| 1282 |
+
"좌": 1278,
|
| 1283 |
+
"좍": 1279,
|
| 1284 |
+
"좔": 1280,
|
| 1285 |
+
"죄": 1281,
|
| 1286 |
+
"죠": 1282,
|
| 1287 |
+
"주": 1283,
|
| 1288 |
+
"죽": 1284,
|
| 1289 |
+
"준": 1285,
|
| 1290 |
+
"줄": 1286,
|
| 1291 |
+
"줌": 1287,
|
| 1292 |
+
"줍": 1288,
|
| 1293 |
+
"줏": 1289,
|
| 1294 |
+
"중": 1290,
|
| 1295 |
+
"줘": 1291,
|
| 1296 |
+
"줬": 1292,
|
| 1297 |
+
"줸": 1293,
|
| 1298 |
+
"쥐": 1294,
|
| 1299 |
+
"쥔": 1295,
|
| 1300 |
+
"쥘": 1296,
|
| 1301 |
+
"쥬": 1297,
|
| 1302 |
+
"즈": 1298,
|
| 1303 |
+
"즉": 1299,
|
| 1304 |
+
"즌": 1300,
|
| 1305 |
+
"즐": 1301,
|
| 1306 |
+
"즘": 1302,
|
| 1307 |
+
"즙": 1303,
|
| 1308 |
+
"증": 1304,
|
| 1309 |
+
"지": 1305,
|
| 1310 |
+
"직": 1306,
|
| 1311 |
+
"진": 1307,
|
| 1312 |
+
"질": 1308,
|
| 1313 |
+
"짊": 1309,
|
| 1314 |
+
"짐": 1310,
|
| 1315 |
+
"집": 1311,
|
| 1316 |
+
"짓": 1312,
|
| 1317 |
+
"징": 1313,
|
| 1318 |
+
"짖": 1314,
|
| 1319 |
+
"짚": 1315,
|
| 1320 |
+
"짜": 1316,
|
| 1321 |
+
"짝": 1317,
|
| 1322 |
+
"짠": 1318,
|
| 1323 |
+
"짤": 1319,
|
| 1324 |
+
"짥": 1320,
|
| 1325 |
+
"짧": 1321,
|
| 1326 |
+
"짬": 1322,
|
| 1327 |
+
"짭": 1323,
|
| 1328 |
+
"짯": 1324,
|
| 1329 |
+
"짰": 1325,
|
| 1330 |
+
"짱": 1326,
|
| 1331 |
+
"째": 1327,
|
| 1332 |
+
"짹": 1328,
|
| 1333 |
+
"짼": 1329,
|
| 1334 |
+
"쨋": 1330,
|
| 1335 |
+
"쨌": 1331,
|
| 1336 |
+
"쨍": 1332,
|
| 1337 |
+
"쨔": 1333,
|
| 1338 |
+
"쨰": 1334,
|
| 1339 |
+
"쩃": 1335,
|
| 1340 |
+
"쩄": 1336,
|
| 1341 |
+
"쩌": 1337,
|
| 1342 |
+
"쩍": 1338,
|
| 1343 |
+
"쩐": 1339,
|
| 1344 |
+
"쩔": 1340,
|
| 1345 |
+
"쩜": 1341,
|
| 1346 |
+
"쩝": 1342,
|
| 1347 |
+
"쩠": 1343,
|
| 1348 |
+
"쩡": 1344,
|
| 1349 |
+
"쩨": 1345,
|
| 1350 |
+
"쪄": 1346,
|
| 1351 |
+
"쪘": 1347,
|
| 1352 |
+
"쪼": 1348,
|
| 1353 |
+
"쪽": 1349,
|
| 1354 |
+
"쫀": 1350,
|
| 1355 |
+
"쫄": 1351,
|
| 1356 |
+
"쫌": 1352,
|
| 1357 |
+
"쫍": 1353,
|
| 1358 |
+
"쫑": 1354,
|
| 1359 |
+
"쫒": 1355,
|
| 1360 |
+
"쫓": 1356,
|
| 1361 |
+
"쫘": 1357,
|
| 1362 |
+
"쫙": 1358,
|
| 1363 |
+
"쬐": 1359,
|
| 1364 |
+
"쭈": 1360,
|
| 1365 |
+
"쭉": 1361,
|
| 1366 |
+
"쭌": 1362,
|
| 1367 |
+
"쭐": 1363,
|
| 1368 |
+
"쭘": 1364,
|
| 1369 |
+
"쭙": 1365,
|
| 1370 |
+
"쭝": 1366,
|
| 1371 |
+
"쭤": 1367,
|
| 1372 |
+
"쮸": 1368,
|
| 1373 |
+
"쯔": 1369,
|
| 1374 |
+
"쯕": 1370,
|
| 1375 |
+
"쯤": 1371,
|
| 1376 |
+
"쯧": 1372,
|
| 1377 |
+
"찌": 1373,
|
| 1378 |
+
"찍": 1374,
|
| 1379 |
+
"찐": 1375,
|
| 1380 |
+
"찔": 1376,
|
| 1381 |
+
"찜": 1377,
|
| 1382 |
+
"찝": 1378,
|
| 1383 |
+
"찡": 1379,
|
| 1384 |
+
"찢": 1380,
|
| 1385 |
+
"차": 1381,
|
| 1386 |
+
"착": 1382,
|
| 1387 |
+
"찬": 1383,
|
| 1388 |
+
"찮": 1384,
|
| 1389 |
+
"찰": 1385,
|
| 1390 |
+
"참": 1386,
|
| 1391 |
+
"찹": 1387,
|
| 1392 |
+
"찻": 1388,
|
| 1393 |
+
"찼": 1389,
|
| 1394 |
+
"창": 1390,
|
| 1395 |
+
"찾": 1391,
|
| 1396 |
+
"채": 1392,
|
| 1397 |
+
"책": 1393,
|
| 1398 |
+
"챌": 1394,
|
| 1399 |
+
"챔": 1395,
|
| 1400 |
+
"챕": 1396,
|
| 1401 |
+
"챗": 1397,
|
| 1402 |
+
"챘": 1398,
|
| 1403 |
+
"챙": 1399,
|
| 1404 |
+
"챠": 1400,
|
| 1405 |
+
"챴": 1401,
|
| 1406 |
+
"처": 1402,
|
| 1407 |
+
"척": 1403,
|
| 1408 |
+
"천": 1404,
|
| 1409 |
+
"철": 1405,
|
| 1410 |
+
"첨": 1406,
|
| 1411 |
+
"첩": 1407,
|
| 1412 |
+
"첫": 1408,
|
| 1413 |
+
"청": 1409,
|
| 1414 |
+
"체": 1410,
|
| 1415 |
+
"첵": 1411,
|
| 1416 |
+
"첸": 1412,
|
| 1417 |
+
"첼": 1413,
|
| 1418 |
+
"쳅": 1414,
|
| 1419 |
+
"쳇": 1415,
|
| 1420 |
+
"쳐": 1416,
|
| 1421 |
+
"쳤": 1417,
|
| 1422 |
+
"쳬": 1418,
|
| 1423 |
+
"초": 1419,
|
| 1424 |
+
"촉": 1420,
|
| 1425 |
+
"촌": 1421,
|
| 1426 |
+
"촐": 1422,
|
| 1427 |
+
"촘": 1423,
|
| 1428 |
+
"촛": 1424,
|
| 1429 |
+
"총": 1425,
|
| 1430 |
+
"촤": 1426,
|
| 1431 |
+
"촥": 1427,
|
| 1432 |
+
"촬": 1428,
|
| 1433 |
+
"최": 1429,
|
| 1434 |
+
"쵸": 1430,
|
| 1435 |
+
"추": 1431,
|
| 1436 |
+
"축": 1432,
|
| 1437 |
+
"춘": 1433,
|
| 1438 |
+
"출": 1434,
|
| 1439 |
+
"춤": 1435,
|
| 1440 |
+
"춥": 1436,
|
| 1441 |
+
"춧": 1437,
|
| 1442 |
+
"충": 1438,
|
| 1443 |
+
"춰": 1439,
|
| 1444 |
+
"춱": 1440,
|
| 1445 |
+
"췄": 1441,
|
| 1446 |
+
"췌": 1442,
|
| 1447 |
+
"취": 1443,
|
| 1448 |
+
"췬": 1444,
|
| 1449 |
+
"츄": 1445,
|
| 1450 |
+
"츈": 1446,
|
| 1451 |
+
"츠": 1447,
|
| 1452 |
+
"측": 1448,
|
| 1453 |
+
"츰": 1449,
|
| 1454 |
+
"층": 1450,
|
| 1455 |
+
"치": 1451,
|
| 1456 |
+
"칙": 1452,
|
| 1457 |
+
"친": 1453,
|
| 1458 |
+
"칠": 1454,
|
| 1459 |
+
"칡": 1455,
|
| 1460 |
+
"침": 1456,
|
| 1461 |
+
"칩": 1457,
|
| 1462 |
+
"칫": 1458,
|
| 1463 |
+
"칭": 1459,
|
| 1464 |
+
"카": 1460,
|
| 1465 |
+
"칵": 1461,
|
| 1466 |
+
"칸": 1462,
|
| 1467 |
+
"칼": 1463,
|
| 1468 |
+
"캄": 1464,
|
| 1469 |
+
"캅": 1465,
|
| 1470 |
+
"캇": 1466,
|
| 1471 |
+
"캉": 1467,
|
| 1472 |
+
"캐": 1468,
|
| 1473 |
+
"캔": 1469,
|
| 1474 |
+
"캘": 1470,
|
| 1475 |
+
"캠": 1471,
|
| 1476 |
+
"캡": 1472,
|
| 1477 |
+
"캣": 1473,
|
| 1478 |
+
"캤": 1474,
|
| 1479 |
+
"캥": 1475,
|
| 1480 |
+
"캬": 1476,
|
| 1481 |
+
"커": 1477,
|
| 1482 |
+
"컥": 1478,
|
| 1483 |
+
"컨": 1479,
|
| 1484 |
+
"컬": 1480,
|
| 1485 |
+
"컴": 1481,
|
| 1486 |
+
"컵": 1482,
|
| 1487 |
+
"컷": 1483,
|
| 1488 |
+
"컸": 1484,
|
| 1489 |
+
"케": 1485,
|
| 1490 |
+
"켁": 1486,
|
| 1491 |
+
"켄": 1487,
|
| 1492 |
+
"켈": 1488,
|
| 1493 |
+
"켓": 1489,
|
| 1494 |
+
"켜": 1490,
|
| 1495 |
+
"켠": 1491,
|
| 1496 |
+
"켤": 1492,
|
| 1497 |
+
"켰": 1493,
|
| 1498 |
+
"코": 1494,
|
| 1499 |
+
"콕": 1495,
|
| 1500 |
+
"콘": 1496,
|
| 1501 |
+
"콜": 1497,
|
| 1502 |
+
"콤": 1498,
|
| 1503 |
+
"콥": 1499,
|
| 1504 |
+
"콧": 1500,
|
| 1505 |
+
"콩": 1501,
|
| 1506 |
+
"콱": 1502,
|
| 1507 |
+
"콸": 1503,
|
| 1508 |
+
"쾅": 1504,
|
| 1509 |
+
"쾌": 1505,
|
| 1510 |
+
"쾨": 1506,
|
| 1511 |
+
"쿄": 1507,
|
| 1512 |
+
"쿠": 1508,
|
| 1513 |
+
"쿡": 1509,
|
| 1514 |
+
"쿤": 1510,
|
| 1515 |
+
"쿨": 1511,
|
| 1516 |
+
"쿰": 1512,
|
| 1517 |
+
"쿱": 1513,
|
| 1518 |
+
"쿵": 1514,
|
| 1519 |
+
"쿼": 1515,
|
| 1520 |
+
"퀀": 1516,
|
| 1521 |
+
"퀄": 1517,
|
| 1522 |
+
"퀘": 1518,
|
| 1523 |
+
"퀭": 1519,
|
| 1524 |
+
"퀴": 1520,
|
| 1525 |
+
"퀵": 1521,
|
| 1526 |
+
"퀸": 1522,
|
| 1527 |
+
"퀼": 1523,
|
| 1528 |
+
"큐": 1524,
|
| 1529 |
+
"큘": 1525,
|
| 1530 |
+
"크": 1526,
|
| 1531 |
+
"큰": 1527,
|
| 1532 |
+
"클": 1528,
|
| 1533 |
+
"큼": 1529,
|
| 1534 |
+
"큽": 1530,
|
| 1535 |
+
"킁": 1531,
|
| 1536 |
+
"키": 1532,
|
| 1537 |
+
"킥": 1533,
|
| 1538 |
+
"킨": 1534,
|
| 1539 |
+
"킬": 1535,
|
| 1540 |
+
"킴": 1536,
|
| 1541 |
+
"킵": 1537,
|
| 1542 |
+
"킷": 1538,
|
| 1543 |
+
"킹": 1539,
|
| 1544 |
+
"타": 1540,
|
| 1545 |
+
"탁": 1541,
|
| 1546 |
+
"탄": 1542,
|
| 1547 |
+
"탈": 1543,
|
| 1548 |
+
"탐": 1544,
|
| 1549 |
+
"탑": 1545,
|
| 1550 |
+
"탓": 1546,
|
| 1551 |
+
"탔": 1547,
|
| 1552 |
+
"탕": 1548,
|
| 1553 |
+
"태": 1549,
|
| 1554 |
+
"택": 1550,
|
| 1555 |
+
"탠": 1551,
|
| 1556 |
+
"탤": 1552,
|
| 1557 |
+
"탬": 1553,
|
| 1558 |
+
"탭": 1554,
|
| 1559 |
+
"탯": 1555,
|
| 1560 |
+
"탰": 1556,
|
| 1561 |
+
"탱": 1557,
|
| 1562 |
+
"터": 1558,
|
| 1563 |
+
"턱": 1559,
|
| 1564 |
+
"턴": 1560,
|
| 1565 |
+
"털": 1561,
|
| 1566 |
+
"텀": 1562,
|
| 1567 |
+
"텁": 1563,
|
| 1568 |
+
"텃": 1564,
|
| 1569 |
+
"텅": 1565,
|
| 1570 |
+
"테": 1566,
|
| 1571 |
+
"텍": 1567,
|
| 1572 |
+
"텐": 1568,
|
| 1573 |
+
"텔": 1569,
|
| 1574 |
+
"템": 1570,
|
| 1575 |
+
"텝": 1571,
|
| 1576 |
+
"텟": 1572,
|
| 1577 |
+
"텡": 1573,
|
| 1578 |
+
"텨": 1574,
|
| 1579 |
+
"텼": 1575,
|
| 1580 |
+
"토": 1576,
|
| 1581 |
+
"톡": 1577,
|
| 1582 |
+
"톤": 1578,
|
| 1583 |
+
"톨": 1579,
|
| 1584 |
+
"톰": 1580,
|
| 1585 |
+
"톱": 1581,
|
| 1586 |
+
"톳": 1582,
|
| 1587 |
+
"통": 1583,
|
| 1588 |
+
"퇴": 1584,
|
| 1589 |
+
"투": 1585,
|
| 1590 |
+
"툭": 1586,
|
| 1591 |
+
"툰": 1587,
|
| 1592 |
+
"툴": 1588,
|
| 1593 |
+
"툼": 1589,
|
| 1594 |
+
"퉁": 1590,
|
| 1595 |
+
"튀": 1591,
|
| 1596 |
+
"튄": 1592,
|
| 1597 |
+
"튕": 1593,
|
| 1598 |
+
"튜": 1594,
|
| 1599 |
+
"튠": 1595,
|
| 1600 |
+
"튤": 1596,
|
| 1601 |
+
"튱": 1597,
|
| 1602 |
+
"트": 1598,
|
| 1603 |
+
"특": 1599,
|
| 1604 |
+
"튼": 1600,
|
| 1605 |
+
"튿": 1601,
|
| 1606 |
+
"틀": 1602,
|
| 1607 |
+
"틈": 1603,
|
| 1608 |
+
"틋": 1604,
|
| 1609 |
+
"틍": 1605,
|
| 1610 |
+
"티": 1606,
|
| 1611 |
+
"틱": 1607,
|
| 1612 |
+
"틴": 1608,
|
| 1613 |
+
"틸": 1609,
|
| 1614 |
+
"팀": 1610,
|
| 1615 |
+
"팁": 1611,
|
| 1616 |
+
"팅": 1612,
|
| 1617 |
+
"파": 1613,
|
| 1618 |
+
"팍": 1614,
|
| 1619 |
+
"팎": 1615,
|
| 1620 |
+
"판": 1616,
|
| 1621 |
+
"팔": 1617,
|
| 1622 |
+
"팜": 1618,
|
| 1623 |
+
"팝": 1619,
|
| 1624 |
+
"팟": 1620,
|
| 1625 |
+
"팠": 1621,
|
| 1626 |
+
"팡": 1622,
|
| 1627 |
+
"팥": 1623,
|
| 1628 |
+
"패": 1624,
|
| 1629 |
+
"팩": 1625,
|
| 1630 |
+
"팬": 1626,
|
| 1631 |
+
"팰": 1627,
|
| 1632 |
+
"팸": 1628,
|
| 1633 |
+
"팻": 1629,
|
| 1634 |
+
"팼": 1630,
|
| 1635 |
+
"팽": 1631,
|
| 1636 |
+
"퍼": 1632,
|
| 1637 |
+
"퍽": 1633,
|
| 1638 |
+
"펀": 1634,
|
| 1639 |
+
"펄": 1635,
|
| 1640 |
+
"펌": 1636,
|
| 1641 |
+
"펍": 1637,
|
| 1642 |
+
"펐": 1638,
|
| 1643 |
+
"펑": 1639,
|
| 1644 |
+
"페": 1640,
|
| 1645 |
+
"펙": 1641,
|
| 1646 |
+
"펜": 1642,
|
| 1647 |
+
"펠": 1643,
|
| 1648 |
+
"펩": 1644,
|
| 1649 |
+
"펫": 1645,
|
| 1650 |
+
"펭": 1646,
|
| 1651 |
+
"펴": 1647,
|
| 1652 |
+
"편": 1648,
|
| 1653 |
+
"펼": 1649,
|
| 1654 |
+
"폄": 1650,
|
| 1655 |
+
"폈": 1651,
|
| 1656 |
+
"평": 1652,
|
| 1657 |
+
"폐": 1653,
|
| 1658 |
+
"포": 1654,
|
| 1659 |
+
"폭": 1655,
|
| 1660 |
+
"폰": 1656,
|
| 1661 |
+
"폴": 1657,
|
| 1662 |
+
"폼": 1658,
|
| 1663 |
+
"폿": 1659,
|
| 1664 |
+
"퐁": 1660,
|
| 1665 |
+
"표": 1661,
|
| 1666 |
+
"푯": 1662,
|
| 1667 |
+
"푸": 1663,
|
| 1668 |
+
"푹": 1664,
|
| 1669 |
+
"푼": 1665,
|
| 1670 |
+
"풀": 1666,
|
| 1671 |
+
"품": 1667,
|
| 1672 |
+
"풋": 1668,
|
| 1673 |
+
"풍": 1669,
|
| 1674 |
+
"퓨": 1670,
|
| 1675 |
+
"퓰": 1671,
|
| 1676 |
+
"프": 1672,
|
| 1677 |
+
"픈": 1673,
|
| 1678 |
+
"플": 1674,
|
| 1679 |
+
"픔": 1675,
|
| 1680 |
+
"픕": 1676,
|
| 1681 |
+
"픗": 1677,
|
| 1682 |
+
"피": 1678,
|
| 1683 |
+
"픽": 1679,
|
| 1684 |
+
"핀": 1680,
|
| 1685 |
+
"필": 1681,
|
| 1686 |
+
"핌": 1682,
|
| 1687 |
+
"핍": 1683,
|
| 1688 |
+
"핏": 1684,
|
| 1689 |
+
"핑": 1685,
|
| 1690 |
+
"하": 1686,
|
| 1691 |
+
"학": 1687,
|
| 1692 |
+
"한": 1688,
|
| 1693 |
+
"할": 1689,
|
| 1694 |
+
"핡": 1690,
|
| 1695 |
+
"핥": 1691,
|
| 1696 |
+
"핧": 1692,
|
| 1697 |
+
"함": 1693,
|
| 1698 |
+
"합": 1694,
|
| 1699 |
+
"핫": 1695,
|
| 1700 |
+
"핬": 1696,
|
| 1701 |
+
"항": 1697,
|
| 1702 |
+
"해": 1698,
|
| 1703 |
+
"핵": 1699,
|
| 1704 |
+
"핸": 1700,
|
| 1705 |
+
"핼": 1701,
|
| 1706 |
+
"햄": 1702,
|
| 1707 |
+
"햅": 1703,
|
| 1708 |
+
"햇": 1704,
|
| 1709 |
+
"했": 1705,
|
| 1710 |
+
"행": 1706,
|
| 1711 |
+
"햍": 1707,
|
| 1712 |
+
"햐": 1708,
|
| 1713 |
+
"햝": 1709,
|
| 1714 |
+
"향": 1710,
|
| 1715 |
+
"헀": 1711,
|
| 1716 |
+
"허": 1712,
|
| 1717 |
+
"헉": 1713,
|
| 1718 |
+
"헌": 1714,
|
| 1719 |
+
"헐": 1715,
|
| 1720 |
+
"험": 1716,
|
| 1721 |
+
"헛": 1717,
|
| 1722 |
+
"헝": 1718,
|
| 1723 |
+
"헤": 1719,
|
| 1724 |
+
"헥": 1720,
|
| 1725 |
+
"헨": 1721,
|
| 1726 |
+
"헬": 1722,
|
| 1727 |
+
"헷": 1723,
|
| 1728 |
+
"헹": 1724,
|
| 1729 |
+
"혀": 1725,
|
| 1730 |
+
"혁": 1726,
|
| 1731 |
+
"현": 1727,
|
| 1732 |
+
"혈": 1728,
|
| 1733 |
+
"혐": 1729,
|
| 1734 |
+
"협": 1730,
|
| 1735 |
+
"혓": 1731,
|
| 1736 |
+
"혔": 1732,
|
| 1737 |
+
"형": 1733,
|
| 1738 |
+
"혜": 1734,
|
| 1739 |
+
"호": 1735,
|
| 1740 |
+
"혹": 1736,
|
| 1741 |
+
"혼": 1737,
|
| 1742 |
+
"홀": 1738,
|
| 1743 |
+
"홈": 1739,
|
| 1744 |
+
"홉": 1740,
|
| 1745 |
+
"홋": 1741,
|
| 1746 |
+
"홍": 1742,
|
| 1747 |
+
"홑": 1743,
|
| 1748 |
+
"화": 1744,
|
| 1749 |
+
"확": 1745,
|
| 1750 |
+
"환": 1746,
|
| 1751 |
+
"활": 1747,
|
| 1752 |
+
"홧": 1748,
|
| 1753 |
+
"황": 1749,
|
| 1754 |
+
"홰": 1750,
|
| 1755 |
+
"회": 1751,
|
| 1756 |
+
"획": 1752,
|
| 1757 |
+
"횔": 1753,
|
| 1758 |
+
"횟": 1754,
|
| 1759 |
+
"횡": 1755,
|
| 1760 |
+
"효": 1756,
|
| 1761 |
+
"후": 1757,
|
| 1762 |
+
"훅": 1758,
|
| 1763 |
+
"훈": 1759,
|
| 1764 |
+
"훌": 1760,
|
| 1765 |
+
"훑": 1761,
|
| 1766 |
+
"훔": 1762,
|
| 1767 |
+
"훗": 1763,
|
| 1768 |
+
"훙": 1764,
|
| 1769 |
+
"훡": 1765,
|
| 1770 |
+
"훨": 1766,
|
| 1771 |
+
"훼": 1767,
|
| 1772 |
+
"휘": 1768,
|
| 1773 |
+
"휙": 1769,
|
| 1774 |
+
"휠": 1770,
|
| 1775 |
+
"휩": 1771,
|
| 1776 |
+
"휴": 1772,
|
| 1777 |
+
"흉": 1773,
|
| 1778 |
+
"흐": 1774,
|
| 1779 |
+
"흑": 1775,
|
| 1780 |
+
"흔": 1776,
|
| 1781 |
+
"흘": 1777,
|
| 1782 |
+
"흙": 1778,
|
| 1783 |
+
"흠": 1779,
|
| 1784 |
+
"흡": 1780,
|
| 1785 |
+
"흣": 1781,
|
| 1786 |
+
"흥": 1782,
|
| 1787 |
+
"흩": 1783,
|
| 1788 |
+
"희": 1784,
|
| 1789 |
+
"흰": 1785,
|
| 1790 |
+
"히": 1786,
|
| 1791 |
+
"힌": 1787,
|
| 1792 |
+
"힐": 1788,
|
| 1793 |
+
"힘": 1789,
|
| 1794 |
+
"힙": 1790
|
| 1795 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"adapter_attn_dim": null,
|
| 5 |
+
"adapter_kernel_size": 3,
|
| 6 |
+
"adapter_stride": 2,
|
| 7 |
+
"add_adapter": false,
|
| 8 |
+
"apply_spec_augment": true,
|
| 9 |
+
"architectures": [
|
| 10 |
+
"Wav2Vec2ForCTC"
|
| 11 |
+
],
|
| 12 |
+
"attention_dropout": 0.1,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 1792,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.1",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 1795,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 15.0,
|
| 3 |
+
"eval_cer": 0.10911196709082739,
|
| 4 |
+
"eval_loss": 0.42278438806533813,
|
| 5 |
+
"eval_runtime": 2592.0889,
|
| 6 |
+
"eval_samples": 16914,
|
| 7 |
+
"eval_samples_per_second": 6.525,
|
| 8 |
+
"eval_steps_per_second": 0.408,
|
| 9 |
+
"eval_wer": 0.3024839648296585
|
| 10 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:da11ca44de277c17ee6b812e2929aa239a0d92b27e76f8848ca6c08f7a8ffef4
|
| 3 |
+
size 1269261866
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"1791": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1792": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"1793": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"1794": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 15.0,
|
| 3 |
+
"train_loss": 1.0558512441767087,
|
| 4 |
+
"train_runtime": 76407.9259,
|
| 5 |
+
"train_samples": 135710,
|
| 6 |
+
"train_samples_per_second": 26.642,
|
| 7 |
+
"train_steps_per_second": 0.416
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,556 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 14.996463098325867,
|
| 5 |
+
"eval_steps": 2000,
|
| 6 |
+
"global_step": 31800,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.24,
|
| 13 |
+
"learning_rate": 0.00014879999999999998,
|
| 14 |
+
"loss": 14.5956,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 0.0002985,
|
| 20 |
+
"loss": 3.7568,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.71,
|
| 25 |
+
"learning_rate": 0.0002951785714285714,
|
| 26 |
+
"loss": 1.8728,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 0.00029030844155844153,
|
| 32 |
+
"loss": 1.5566,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.94,
|
| 37 |
+
"eval_cer": 0.2632472070390033,
|
| 38 |
+
"eval_loss": 1.0225796699523926,
|
| 39 |
+
"eval_runtime": 2668.5503,
|
| 40 |
+
"eval_samples_per_second": 6.338,
|
| 41 |
+
"eval_steps_per_second": 0.396,
|
| 42 |
+
"eval_wer": 0.618374838459038,
|
| 43 |
+
"step": 2000
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 1.18,
|
| 47 |
+
"learning_rate": 0.00028543831168831166,
|
| 48 |
+
"loss": 1.3765,
|
| 49 |
+
"step": 2500
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 1.41,
|
| 53 |
+
"learning_rate": 0.0002805681818181818,
|
| 54 |
+
"loss": 1.2884,
|
| 55 |
+
"step": 3000
|
| 56 |
+
},
|
| 57 |
+
{
|
| 58 |
+
"epoch": 1.65,
|
| 59 |
+
"learning_rate": 0.0002757077922077922,
|
| 60 |
+
"loss": 1.2363,
|
| 61 |
+
"step": 3500
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"epoch": 1.89,
|
| 65 |
+
"learning_rate": 0.0002708376623376623,
|
| 66 |
+
"loss": 1.179,
|
| 67 |
+
"step": 4000
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.89,
|
| 71 |
+
"eval_cer": 0.20008986332921824,
|
| 72 |
+
"eval_loss": 0.7681829333305359,
|
| 73 |
+
"eval_runtime": 2604.8981,
|
| 74 |
+
"eval_samples_per_second": 6.493,
|
| 75 |
+
"eval_steps_per_second": 0.406,
|
| 76 |
+
"eval_wer": 0.49895741661315,
|
| 77 |
+
"step": 4000
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 2.12,
|
| 81 |
+
"learning_rate": 0.00026596753246753245,
|
| 82 |
+
"loss": 1.1289,
|
| 83 |
+
"step": 4500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 2.36,
|
| 87 |
+
"learning_rate": 0.0002610974025974026,
|
| 88 |
+
"loss": 1.0784,
|
| 89 |
+
"step": 5000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 2.59,
|
| 93 |
+
"learning_rate": 0.000256237012987013,
|
| 94 |
+
"loss": 1.0664,
|
| 95 |
+
"step": 5500
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 2.83,
|
| 99 |
+
"learning_rate": 0.0002513668831168831,
|
| 100 |
+
"loss": 1.0432,
|
| 101 |
+
"step": 6000
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 2.83,
|
| 105 |
+
"eval_cer": 0.17490413851167133,
|
| 106 |
+
"eval_loss": 0.6633431315422058,
|
| 107 |
+
"eval_runtime": 2540.6608,
|
| 108 |
+
"eval_samples_per_second": 6.657,
|
| 109 |
+
"eval_steps_per_second": 0.416,
|
| 110 |
+
"eval_wer": 0.45160906690768976,
|
| 111 |
+
"step": 6000
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 3.07,
|
| 115 |
+
"learning_rate": 0.00024649675324675324,
|
| 116 |
+
"loss": 1.0052,
|
| 117 |
+
"step": 6500
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 3.3,
|
| 121 |
+
"learning_rate": 0.00024162662337662335,
|
| 122 |
+
"loss": 0.9657,
|
| 123 |
+
"step": 7000
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 3.54,
|
| 127 |
+
"learning_rate": 0.0002367564935064935,
|
| 128 |
+
"loss": 0.9627,
|
| 129 |
+
"step": 7500
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 3.77,
|
| 133 |
+
"learning_rate": 0.00023189610389610387,
|
| 134 |
+
"loss": 0.9413,
|
| 135 |
+
"step": 8000
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 3.77,
|
| 139 |
+
"eval_cer": 0.16238652573537432,
|
| 140 |
+
"eval_loss": 0.615895688533783,
|
| 141 |
+
"eval_runtime": 2544.7169,
|
| 142 |
+
"eval_samples_per_second": 6.647,
|
| 143 |
+
"eval_steps_per_second": 0.416,
|
| 144 |
+
"eval_wer": 0.4259210807982304,
|
| 145 |
+
"step": 8000
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 4.01,
|
| 149 |
+
"learning_rate": 0.000227025974025974,
|
| 150 |
+
"loss": 0.9393,
|
| 151 |
+
"step": 8500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 4.24,
|
| 155 |
+
"learning_rate": 0.00022215584415584413,
|
| 156 |
+
"loss": 0.8932,
|
| 157 |
+
"step": 9000
|
| 158 |
+
},
|
| 159 |
+
{
|
| 160 |
+
"epoch": 4.48,
|
| 161 |
+
"learning_rate": 0.00021728571428571427,
|
| 162 |
+
"loss": 0.8898,
|
| 163 |
+
"step": 9500
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.72,
|
| 167 |
+
"learning_rate": 0.00021242532467532466,
|
| 168 |
+
"loss": 0.8765,
|
| 169 |
+
"step": 10000
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"epoch": 4.72,
|
| 173 |
+
"eval_cer": 0.15377316925278206,
|
| 174 |
+
"eval_loss": 0.5792471766471863,
|
| 175 |
+
"eval_runtime": 2541.286,
|
| 176 |
+
"eval_samples_per_second": 6.656,
|
| 177 |
+
"eval_steps_per_second": 0.416,
|
| 178 |
+
"eval_wer": 0.40610010386191914,
|
| 179 |
+
"step": 10000
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 4.95,
|
| 183 |
+
"learning_rate": 0.0002075551948051948,
|
| 184 |
+
"loss": 0.874,
|
| 185 |
+
"step": 10500
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 5.19,
|
| 189 |
+
"learning_rate": 0.00020268506493506492,
|
| 190 |
+
"loss": 0.8393,
|
| 191 |
+
"step": 11000
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 5.42,
|
| 195 |
+
"learning_rate": 0.0001978246753246753,
|
| 196 |
+
"loss": 0.8254,
|
| 197 |
+
"step": 11500
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 5.66,
|
| 201 |
+
"learning_rate": 0.00019295454545454545,
|
| 202 |
+
"loss": 0.8248,
|
| 203 |
+
"step": 12000
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 5.66,
|
| 207 |
+
"eval_cer": 0.14464288051230823,
|
| 208 |
+
"eval_loss": 0.5455637574195862,
|
| 209 |
+
"eval_runtime": 2603.5132,
|
| 210 |
+
"eval_samples_per_second": 6.497,
|
| 211 |
+
"eval_steps_per_second": 0.406,
|
| 212 |
+
"eval_wer": 0.3876665953111497,
|
| 213 |
+
"step": 12000
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 5.89,
|
| 217 |
+
"learning_rate": 0.00018808441558441555,
|
| 218 |
+
"loss": 0.815,
|
| 219 |
+
"step": 12500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 6.13,
|
| 223 |
+
"learning_rate": 0.0001832142857142857,
|
| 224 |
+
"loss": 0.7914,
|
| 225 |
+
"step": 13000
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 6.37,
|
| 229 |
+
"learning_rate": 0.00017834415584415584,
|
| 230 |
+
"loss": 0.7721,
|
| 231 |
+
"step": 13500
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 6.6,
|
| 235 |
+
"learning_rate": 0.00017347402597402595,
|
| 236 |
+
"loss": 0.7714,
|
| 237 |
+
"step": 14000
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 6.6,
|
| 241 |
+
"eval_cer": 0.1396851293639334,
|
| 242 |
+
"eval_loss": 0.5316255688667297,
|
| 243 |
+
"eval_runtime": 2697.2289,
|
| 244 |
+
"eval_samples_per_second": 6.271,
|
| 245 |
+
"eval_steps_per_second": 0.392,
|
| 246 |
+
"eval_wer": 0.37104868824774634,
|
| 247 |
+
"step": 14000
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 6.84,
|
| 251 |
+
"learning_rate": 0.00016861363636363634,
|
| 252 |
+
"loss": 0.7775,
|
| 253 |
+
"step": 14500
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 7.07,
|
| 257 |
+
"learning_rate": 0.00016375324675324673,
|
| 258 |
+
"loss": 0.7576,
|
| 259 |
+
"step": 15000
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"epoch": 7.31,
|
| 263 |
+
"learning_rate": 0.0001588831168831169,
|
| 264 |
+
"loss": 0.74,
|
| 265 |
+
"step": 15500
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 7.55,
|
| 269 |
+
"learning_rate": 0.000154012987012987,
|
| 270 |
+
"loss": 0.7388,
|
| 271 |
+
"step": 16000
|
| 272 |
+
},
|
| 273 |
+
{
|
| 274 |
+
"epoch": 7.55,
|
| 275 |
+
"eval_cer": 0.13560201887129913,
|
| 276 |
+
"eval_loss": 0.5172015428543091,
|
| 277 |
+
"eval_runtime": 2608.9857,
|
| 278 |
+
"eval_samples_per_second": 6.483,
|
| 279 |
+
"eval_steps_per_second": 0.406,
|
| 280 |
+
"eval_wer": 0.3657208096472659,
|
| 281 |
+
"step": 16000
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 7.78,
|
| 285 |
+
"learning_rate": 0.00014914285714285713,
|
| 286 |
+
"loss": 0.7315,
|
| 287 |
+
"step": 16500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 8.02,
|
| 291 |
+
"learning_rate": 0.00014427272727272726,
|
| 292 |
+
"loss": 0.725,
|
| 293 |
+
"step": 17000
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 8.25,
|
| 297 |
+
"learning_rate": 0.0001394025974025974,
|
| 298 |
+
"loss": 0.6876,
|
| 299 |
+
"step": 17500
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 8.49,
|
| 303 |
+
"learning_rate": 0.00013453246753246753,
|
| 304 |
+
"loss": 0.6912,
|
| 305 |
+
"step": 18000
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 8.49,
|
| 309 |
+
"eval_cer": 0.12909128980051213,
|
| 310 |
+
"eval_loss": 0.4891507625579834,
|
| 311 |
+
"eval_runtime": 2622.6389,
|
| 312 |
+
"eval_samples_per_second": 6.449,
|
| 313 |
+
"eval_steps_per_second": 0.403,
|
| 314 |
+
"eval_wer": 0.35079164981883626,
|
| 315 |
+
"step": 18000
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 8.72,
|
| 319 |
+
"learning_rate": 0.00012966233766233766,
|
| 320 |
+
"loss": 0.6912,
|
| 321 |
+
"step": 18500
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 8.96,
|
| 325 |
+
"learning_rate": 0.00012480194805194805,
|
| 326 |
+
"loss": 0.6847,
|
| 327 |
+
"step": 19000
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 9.2,
|
| 331 |
+
"learning_rate": 0.00011993181818181817,
|
| 332 |
+
"loss": 0.6578,
|
| 333 |
+
"step": 19500
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 9.43,
|
| 337 |
+
"learning_rate": 0.00011506168831168829,
|
| 338 |
+
"loss": 0.6549,
|
| 339 |
+
"step": 20000
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 9.43,
|
| 343 |
+
"eval_cer": 0.12405937959404459,
|
| 344 |
+
"eval_loss": 0.4693571627140045,
|
| 345 |
+
"eval_runtime": 2599.1484,
|
| 346 |
+
"eval_samples_per_second": 6.508,
|
| 347 |
+
"eval_steps_per_second": 0.407,
|
| 348 |
+
"eval_wer": 0.33972361629760006,
|
| 349 |
+
"step": 20000
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 9.67,
|
| 353 |
+
"learning_rate": 0.00011019155844155843,
|
| 354 |
+
"loss": 0.646,
|
| 355 |
+
"step": 20500
|
| 356 |
+
},
|
| 357 |
+
{
|
| 358 |
+
"epoch": 9.9,
|
| 359 |
+
"learning_rate": 0.00010533116883116881,
|
| 360 |
+
"loss": 0.6467,
|
| 361 |
+
"step": 21000
|
| 362 |
+
},
|
| 363 |
+
{
|
| 364 |
+
"epoch": 10.14,
|
| 365 |
+
"learning_rate": 0.00010046103896103896,
|
| 366 |
+
"loss": 0.6287,
|
| 367 |
+
"step": 21500
|
| 368 |
+
},
|
| 369 |
+
{
|
| 370 |
+
"epoch": 10.37,
|
| 371 |
+
"learning_rate": 9.560064935064933e-05,
|
| 372 |
+
"loss": 0.614,
|
| 373 |
+
"step": 22000
|
| 374 |
+
},
|
| 375 |
+
{
|
| 376 |
+
"epoch": 10.37,
|
| 377 |
+
"eval_cer": 0.12051065054943137,
|
| 378 |
+
"eval_loss": 0.461481511592865,
|
| 379 |
+
"eval_runtime": 2605.4751,
|
| 380 |
+
"eval_samples_per_second": 6.492,
|
| 381 |
+
"eval_steps_per_second": 0.406,
|
| 382 |
+
"eval_wer": 0.33093895931942696,
|
| 383 |
+
"step": 22000
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 10.61,
|
| 387 |
+
"learning_rate": 9.073051948051948e-05,
|
| 388 |
+
"loss": 0.6153,
|
| 389 |
+
"step": 22500
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 10.85,
|
| 393 |
+
"learning_rate": 8.58603896103896e-05,
|
| 394 |
+
"loss": 0.6157,
|
| 395 |
+
"step": 23000
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 11.08,
|
| 399 |
+
"learning_rate": 8.099025974025973e-05,
|
| 400 |
+
"loss": 0.6054,
|
| 401 |
+
"step": 23500
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 11.32,
|
| 405 |
+
"learning_rate": 7.612987012987012e-05,
|
| 406 |
+
"loss": 0.5901,
|
| 407 |
+
"step": 24000
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 11.32,
|
| 411 |
+
"eval_cer": 0.1176620702591641,
|
| 412 |
+
"eval_loss": 0.4488585889339447,
|
| 413 |
+
"eval_runtime": 2619.3349,
|
| 414 |
+
"eval_samples_per_second": 6.457,
|
| 415 |
+
"eval_steps_per_second": 0.404,
|
| 416 |
+
"eval_wer": 0.32152003107929183,
|
| 417 |
+
"step": 24000
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 11.55,
|
| 421 |
+
"learning_rate": 7.125974025974026e-05,
|
| 422 |
+
"loss": 0.5808,
|
| 423 |
+
"step": 24500
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 11.79,
|
| 427 |
+
"learning_rate": 6.638961038961039e-05,
|
| 428 |
+
"loss": 0.5845,
|
| 429 |
+
"step": 25000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 12.03,
|
| 433 |
+
"learning_rate": 6.151948051948051e-05,
|
| 434 |
+
"loss": 0.5777,
|
| 435 |
+
"step": 25500
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 12.26,
|
| 439 |
+
"learning_rate": 5.664935064935064e-05,
|
| 440 |
+
"loss": 0.555,
|
| 441 |
+
"step": 26000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 12.26,
|
| 445 |
+
"eval_cer": 0.11478513503492019,
|
| 446 |
+
"eval_loss": 0.4419253170490265,
|
| 447 |
+
"eval_runtime": 2591.0294,
|
| 448 |
+
"eval_samples_per_second": 6.528,
|
| 449 |
+
"eval_steps_per_second": 0.408,
|
| 450 |
+
"eval_wer": 0.31628729316810567,
|
| 451 |
+
"step": 26000
|
| 452 |
+
},
|
| 453 |
+
{
|
| 454 |
+
"epoch": 12.5,
|
| 455 |
+
"learning_rate": 5.178896103896104e-05,
|
| 456 |
+
"loss": 0.5641,
|
| 457 |
+
"step": 26500
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"epoch": 12.73,
|
| 461 |
+
"learning_rate": 4.691883116883116e-05,
|
| 462 |
+
"loss": 0.5552,
|
| 463 |
+
"step": 27000
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"epoch": 12.97,
|
| 467 |
+
"learning_rate": 4.2048701298701296e-05,
|
| 468 |
+
"loss": 0.5523,
|
| 469 |
+
"step": 27500
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 13.2,
|
| 473 |
+
"learning_rate": 3.717857142857143e-05,
|
| 474 |
+
"loss": 0.5377,
|
| 475 |
+
"step": 28000
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 13.2,
|
| 479 |
+
"eval_cer": 0.11216557536523336,
|
| 480 |
+
"eval_loss": 0.4320293366909027,
|
| 481 |
+
"eval_runtime": 2509.0221,
|
| 482 |
+
"eval_samples_per_second": 6.741,
|
| 483 |
+
"eval_steps_per_second": 0.422,
|
| 484 |
+
"eval_wer": 0.3102855013517906,
|
| 485 |
+
"step": 28000
|
| 486 |
+
},
|
| 487 |
+
{
|
| 488 |
+
"epoch": 13.44,
|
| 489 |
+
"learning_rate": 3.231818181818181e-05,
|
| 490 |
+
"loss": 0.5329,
|
| 491 |
+
"step": 28500
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"epoch": 13.68,
|
| 495 |
+
"learning_rate": 2.7448051948051945e-05,
|
| 496 |
+
"loss": 0.533,
|
| 497 |
+
"step": 29000
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 13.91,
|
| 501 |
+
"learning_rate": 2.2577922077922077e-05,
|
| 502 |
+
"loss": 0.5289,
|
| 503 |
+
"step": 29500
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 14.15,
|
| 507 |
+
"learning_rate": 1.7707792207792207e-05,
|
| 508 |
+
"loss": 0.5253,
|
| 509 |
+
"step": 30000
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"epoch": 14.15,
|
| 513 |
+
"eval_cer": 0.11016764309426488,
|
| 514 |
+
"eval_loss": 0.4250529706478119,
|
| 515 |
+
"eval_runtime": 2522.5601,
|
| 516 |
+
"eval_samples_per_second": 6.705,
|
| 517 |
+
"eval_steps_per_second": 0.419,
|
| 518 |
+
"eval_wer": 0.3051637609114478,
|
| 519 |
+
"step": 30000
|
| 520 |
+
},
|
| 521 |
+
{
|
| 522 |
+
"epoch": 14.38,
|
| 523 |
+
"learning_rate": 1.2837662337662336e-05,
|
| 524 |
+
"loss": 0.5196,
|
| 525 |
+
"step": 30500
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 14.62,
|
| 529 |
+
"learning_rate": 7.967532467532467e-06,
|
| 530 |
+
"loss": 0.5163,
|
| 531 |
+
"step": 31000
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 14.85,
|
| 535 |
+
"learning_rate": 3.1071428571428566e-06,
|
| 536 |
+
"loss": 0.5197,
|
| 537 |
+
"step": 31500
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 15.0,
|
| 541 |
+
"step": 31800,
|
| 542 |
+
"total_flos": 2.1355952953477825e+20,
|
| 543 |
+
"train_loss": 1.0558512441767087,
|
| 544 |
+
"train_runtime": 76407.9259,
|
| 545 |
+
"train_samples_per_second": 26.642,
|
| 546 |
+
"train_steps_per_second": 0.416
|
| 547 |
+
}
|
| 548 |
+
],
|
| 549 |
+
"logging_steps": 500,
|
| 550 |
+
"max_steps": 31800,
|
| 551 |
+
"num_train_epochs": 15,
|
| 552 |
+
"save_steps": 2000,
|
| 553 |
+
"total_flos": 2.1355952953477825e+20,
|
| 554 |
+
"trial_name": null,
|
| 555 |
+
"trial_params": null
|
| 556 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:97b419a095473358dd5ea955a2b0b62deb2ebd05ac2cba0b3a85c385dade1d4f
|
| 3 |
+
size 4472
|
vocab.json
ADDED
|
@@ -0,0 +1,1795 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"\"": 1,
|
| 3 |
+
"&": 2,
|
| 4 |
+
"0": 3,
|
| 5 |
+
"1": 4,
|
| 6 |
+
"2": 5,
|
| 7 |
+
"3": 6,
|
| 8 |
+
"4": 7,
|
| 9 |
+
"5": 8,
|
| 10 |
+
"6": 9,
|
| 11 |
+
"7": 10,
|
| 12 |
+
"8": 11,
|
| 13 |
+
"9": 12,
|
| 14 |
+
"=": 13,
|
| 15 |
+
"[PAD]": 1792,
|
| 16 |
+
"[UNK]": 1791,
|
| 17 |
+
"_": 14,
|
| 18 |
+
"a": 15,
|
| 19 |
+
"b": 16,
|
| 20 |
+
"c": 17,
|
| 21 |
+
"d": 18,
|
| 22 |
+
"e": 19,
|
| 23 |
+
"f": 20,
|
| 24 |
+
"g": 21,
|
| 25 |
+
"h": 22,
|
| 26 |
+
"i": 23,
|
| 27 |
+
"j": 24,
|
| 28 |
+
"k": 25,
|
| 29 |
+
"l": 26,
|
| 30 |
+
"m": 27,
|
| 31 |
+
"n": 28,
|
| 32 |
+
"o": 29,
|
| 33 |
+
"p": 30,
|
| 34 |
+
"q": 31,
|
| 35 |
+
"r": 32,
|
| 36 |
+
"s": 33,
|
| 37 |
+
"t": 34,
|
| 38 |
+
"u": 35,
|
| 39 |
+
"v": 36,
|
| 40 |
+
"w": 37,
|
| 41 |
+
"x": 38,
|
| 42 |
+
"y": 39,
|
| 43 |
+
"z": 40,
|
| 44 |
+
"|": 0,
|
| 45 |
+
"℃": 41,
|
| 46 |
+
"ㄱ": 42,
|
| 47 |
+
"ㄴ": 43,
|
| 48 |
+
"ㄹ": 44,
|
| 49 |
+
"ㅁ": 45,
|
| 50 |
+
"ㅅ": 46,
|
| 51 |
+
"ㅇ": 47,
|
| 52 |
+
"ㅈ": 48,
|
| 53 |
+
"ㅋ": 49,
|
| 54 |
+
"ㅍ": 50,
|
| 55 |
+
"ㅠ": 51,
|
| 56 |
+
"ㅡ": 52,
|
| 57 |
+
"㎛": 53,
|
| 58 |
+
"가": 54,
|
| 59 |
+
"각": 55,
|
| 60 |
+
"간": 56,
|
| 61 |
+
"갇": 57,
|
| 62 |
+
"갈": 58,
|
| 63 |
+
"갉": 59,
|
| 64 |
+
"감": 60,
|
| 65 |
+
"갑": 61,
|
| 66 |
+
"값": 62,
|
| 67 |
+
"갓": 63,
|
| 68 |
+
"갔": 64,
|
| 69 |
+
"강": 65,
|
| 70 |
+
"갖": 66,
|
| 71 |
+
"같": 67,
|
| 72 |
+
"갚": 68,
|
| 73 |
+
"갛": 69,
|
| 74 |
+
"개": 70,
|
| 75 |
+
"객": 71,
|
| 76 |
+
"갠": 72,
|
| 77 |
+
"갤": 73,
|
| 78 |
+
"갬": 74,
|
| 79 |
+
"갭": 75,
|
| 80 |
+
"갯": 76,
|
| 81 |
+
"갰": 77,
|
| 82 |
+
"갱": 78,
|
| 83 |
+
"갸": 79,
|
| 84 |
+
"걀": 80,
|
| 85 |
+
"걍": 81,
|
| 86 |
+
"걔": 82,
|
| 87 |
+
"걘": 83,
|
| 88 |
+
"거": 84,
|
| 89 |
+
"걱": 85,
|
| 90 |
+
"건": 86,
|
| 91 |
+
"걷": 87,
|
| 92 |
+
"걸": 88,
|
| 93 |
+
"검": 89,
|
| 94 |
+
"겁": 90,
|
| 95 |
+
"것": 91,
|
| 96 |
+
"겄": 92,
|
| 97 |
+
"겅": 93,
|
| 98 |
+
"겉": 94,
|
| 99 |
+
"겊": 95,
|
| 100 |
+
"겋": 96,
|
| 101 |
+
"게": 97,
|
| 102 |
+
"겍": 98,
|
| 103 |
+
"겐": 99,
|
| 104 |
+
"겔": 100,
|
| 105 |
+
"겜": 101,
|
| 106 |
+
"겟": 102,
|
| 107 |
+
"겠": 103,
|
| 108 |
+
"겨": 104,
|
| 109 |
+
"격": 105,
|
| 110 |
+
"겪": 106,
|
| 111 |
+
"견": 107,
|
| 112 |
+
"결": 108,
|
| 113 |
+
"겸": 109,
|
| 114 |
+
"겹": 110,
|
| 115 |
+
"겼": 111,
|
| 116 |
+
"경": 112,
|
| 117 |
+
"곁": 113,
|
| 118 |
+
"계": 114,
|
| 119 |
+
"곗": 115,
|
| 120 |
+
"곘": 116,
|
| 121 |
+
"고": 117,
|
| 122 |
+
"곡": 118,
|
| 123 |
+
"곤": 119,
|
| 124 |
+
"곧": 120,
|
| 125 |
+
"골": 121,
|
| 126 |
+
"곪": 122,
|
| 127 |
+
"곯": 123,
|
| 128 |
+
"곰": 124,
|
| 129 |
+
"곱": 125,
|
| 130 |
+
"곳": 126,
|
| 131 |
+
"공": 127,
|
| 132 |
+
"과": 128,
|
| 133 |
+
"곽": 129,
|
| 134 |
+
"관": 130,
|
| 135 |
+
"괄": 131,
|
| 136 |
+
"괌": 132,
|
| 137 |
+
"광": 133,
|
| 138 |
+
"괘": 134,
|
| 139 |
+
"괜": 135,
|
| 140 |
+
"괴": 136,
|
| 141 |
+
"굉": 137,
|
| 142 |
+
"교": 138,
|
| 143 |
+
"굘": 139,
|
| 144 |
+
"굥": 140,
|
| 145 |
+
"구": 141,
|
| 146 |
+
"국": 142,
|
| 147 |
+
"군": 143,
|
| 148 |
+
"굳": 144,
|
| 149 |
+
"굴": 145,
|
| 150 |
+
"굵": 146,
|
| 151 |
+
"굶": 147,
|
| 152 |
+
"굷": 148,
|
| 153 |
+
"굼": 149,
|
| 154 |
+
"굽": 150,
|
| 155 |
+
"굿": 151,
|
| 156 |
+
"궁": 152,
|
| 157 |
+
"궈": 153,
|
| 158 |
+
"권": 154,
|
| 159 |
+
"궐": 155,
|
| 160 |
+
"궜": 156,
|
| 161 |
+
"궤": 157,
|
| 162 |
+
"귀": 158,
|
| 163 |
+
"귄": 159,
|
| 164 |
+
"귓": 160,
|
| 165 |
+
"규": 161,
|
| 166 |
+
"균": 162,
|
| 167 |
+
"귤": 163,
|
| 168 |
+
"그": 164,
|
| 169 |
+
"극": 165,
|
| 170 |
+
"근": 166,
|
| 171 |
+
"귿": 167,
|
| 172 |
+
"글": 168,
|
| 173 |
+
"긁": 169,
|
| 174 |
+
"금": 170,
|
| 175 |
+
"급": 171,
|
| 176 |
+
"긋": 172,
|
| 177 |
+
"긍": 173,
|
| 178 |
+
"긎": 174,
|
| 179 |
+
"긓": 175,
|
| 180 |
+
"기": 176,
|
| 181 |
+
"긱": 177,
|
| 182 |
+
"긴": 178,
|
| 183 |
+
"길": 179,
|
| 184 |
+
"김": 180,
|
| 185 |
+
"깁": 181,
|
| 186 |
+
"깃": 182,
|
| 187 |
+
"깄": 183,
|
| 188 |
+
"깅": 184,
|
| 189 |
+
"깊": 185,
|
| 190 |
+
"까": 186,
|
| 191 |
+
"깍": 187,
|
| 192 |
+
"깎": 188,
|
| 193 |
+
"깐": 189,
|
| 194 |
+
"깔": 190,
|
| 195 |
+
"깜": 191,
|
| 196 |
+
"깝": 192,
|
| 197 |
+
"깠": 193,
|
| 198 |
+
"깡": 194,
|
| 199 |
+
"깥": 195,
|
| 200 |
+
"깨": 196,
|
| 201 |
+
"깬": 197,
|
| 202 |
+
"깰": 198,
|
| 203 |
+
"깸": 199,
|
| 204 |
+
"깹": 200,
|
| 205 |
+
"깻": 201,
|
| 206 |
+
"깼": 202,
|
| 207 |
+
"깽": 203,
|
| 208 |
+
"꺄": 204,
|
| 209 |
+
"꺠": 205,
|
| 210 |
+
"꺵": 206,
|
| 211 |
+
"꺼": 207,
|
| 212 |
+
"꺽": 208,
|
| 213 |
+
"꺾": 209,
|
| 214 |
+
"껀": 210,
|
| 215 |
+
"껄": 211,
|
| 216 |
+
"껌": 212,
|
| 217 |
+
"껍": 213,
|
| 218 |
+
"껏": 214,
|
| 219 |
+
"껐": 215,
|
| 220 |
+
"껑": 216,
|
| 221 |
+
"께": 217,
|
| 222 |
+
"껬": 218,
|
| 223 |
+
"껴": 219,
|
| 224 |
+
"꼈": 220,
|
| 225 |
+
"꼐": 221,
|
| 226 |
+
"꼬": 222,
|
| 227 |
+
"꼭": 223,
|
| 228 |
+
"꼰": 224,
|
| 229 |
+
"꼴": 225,
|
| 230 |
+
"꼼": 226,
|
| 231 |
+
"꼽": 227,
|
| 232 |
+
"꼿": 228,
|
| 233 |
+
"꽁": 229,
|
| 234 |
+
"꽂": 230,
|
| 235 |
+
"꽃": 231,
|
| 236 |
+
"꽈": 232,
|
| 237 |
+
"꽉": 233,
|
| 238 |
+
"꽝": 234,
|
| 239 |
+
"꽤": 235,
|
| 240 |
+
"꽥": 236,
|
| 241 |
+
"꽹": 237,
|
| 242 |
+
"꾀": 238,
|
| 243 |
+
"꾸": 239,
|
| 244 |
+
"꾹": 240,
|
| 245 |
+
"꾼": 241,
|
| 246 |
+
"꿀": 242,
|
| 247 |
+
"꿇": 243,
|
| 248 |
+
"꿈": 244,
|
| 249 |
+
"꿉": 245,
|
| 250 |
+
"꿋": 246,
|
| 251 |
+
"꿍": 247,
|
| 252 |
+
"꿔": 248,
|
| 253 |
+
"꿨": 249,
|
| 254 |
+
"꿩": 250,
|
| 255 |
+
"꿰": 251,
|
| 256 |
+
"뀌": 252,
|
| 257 |
+
"뀐": 253,
|
| 258 |
+
"뀔": 254,
|
| 259 |
+
"뀝": 255,
|
| 260 |
+
"뀨": 256,
|
| 261 |
+
"끄": 257,
|
| 262 |
+
"끅": 258,
|
| 263 |
+
"끈": 259,
|
| 264 |
+
"끊": 260,
|
| 265 |
+
"끌": 261,
|
| 266 |
+
"끍": 262,
|
| 267 |
+
"끓": 263,
|
| 268 |
+
"끔": 264,
|
| 269 |
+
"끕": 265,
|
| 270 |
+
"끗": 266,
|
| 271 |
+
"끙": 267,
|
| 272 |
+
"끝": 268,
|
| 273 |
+
"끼": 269,
|
| 274 |
+
"끽": 270,
|
| 275 |
+
"낀": 271,
|
| 276 |
+
"낄": 272,
|
| 277 |
+
"낌": 273,
|
| 278 |
+
"낍": 274,
|
| 279 |
+
"낑": 275,
|
| 280 |
+
"나": 276,
|
| 281 |
+
"낙": 277,
|
| 282 |
+
"낚": 278,
|
| 283 |
+
"난": 279,
|
| 284 |
+
"날": 280,
|
| 285 |
+
"낡": 281,
|
| 286 |
+
"남": 282,
|
| 287 |
+
"납": 283,
|
| 288 |
+
"낫": 284,
|
| 289 |
+
"났": 285,
|
| 290 |
+
"낭": 286,
|
| 291 |
+
"낮": 287,
|
| 292 |
+
"낯": 288,
|
| 293 |
+
"낱": 289,
|
| 294 |
+
"낳": 290,
|
| 295 |
+
"내": 291,
|
| 296 |
+
"낸": 292,
|
| 297 |
+
"낼": 293,
|
| 298 |
+
"냄": 294,
|
| 299 |
+
"냅": 295,
|
| 300 |
+
"냈": 296,
|
| 301 |
+
"냉": 297,
|
| 302 |
+
"냐": 298,
|
| 303 |
+
"냠": 299,
|
| 304 |
+
"냥": 300,
|
| 305 |
+
"너": 301,
|
| 306 |
+
"넉": 302,
|
| 307 |
+
"넋": 303,
|
| 308 |
+
"넌": 304,
|
| 309 |
+
"널": 305,
|
| 310 |
+
"넒": 306,
|
| 311 |
+
"넓": 307,
|
| 312 |
+
"넘": 308,
|
| 313 |
+
"넙": 309,
|
| 314 |
+
"넛": 310,
|
| 315 |
+
"넜": 311,
|
| 316 |
+
"넝": 312,
|
| 317 |
+
"넣": 313,
|
| 318 |
+
"네": 314,
|
| 319 |
+
"넥": 315,
|
| 320 |
+
"넬": 316,
|
| 321 |
+
"넴": 317,
|
| 322 |
+
"넵": 318,
|
| 323 |
+
"넷": 319,
|
| 324 |
+
"녀": 320,
|
| 325 |
+
"녁": 321,
|
| 326 |
+
"년": 322,
|
| 327 |
+
"념": 323,
|
| 328 |
+
"녔": 324,
|
| 329 |
+
"녕": 325,
|
| 330 |
+
"녜": 326,
|
| 331 |
+
"노": 327,
|
| 332 |
+
"녹": 328,
|
| 333 |
+
"논": 329,
|
| 334 |
+
"놀": 330,
|
| 335 |
+
"놈": 331,
|
| 336 |
+
"놉": 332,
|
| 337 |
+
"농": 333,
|
| 338 |
+
"높": 334,
|
| 339 |
+
"놓": 335,
|
| 340 |
+
"놔": 336,
|
| 341 |
+
"놨": 337,
|
| 342 |
+
"뇌": 338,
|
| 343 |
+
"뇨": 339,
|
| 344 |
+
"뇰": 340,
|
| 345 |
+
"뇽": 341,
|
| 346 |
+
"누": 342,
|
| 347 |
+
"눅": 343,
|
| 348 |
+
"눈": 344,
|
| 349 |
+
"눌": 345,
|
| 350 |
+
"눔": 346,
|
| 351 |
+
"눕": 347,
|
| 352 |
+
"눗": 348,
|
| 353 |
+
"눙": 349,
|
| 354 |
+
"눠": 350,
|
| 355 |
+
"눴": 351,
|
| 356 |
+
"뉘": 352,
|
| 357 |
+
"뉜": 353,
|
| 358 |
+
"뉴": 354,
|
| 359 |
+
"늄": 355,
|
| 360 |
+
"느": 356,
|
| 361 |
+
"늑": 357,
|
| 362 |
+
"는": 358,
|
| 363 |
+
"늘": 359,
|
| 364 |
+
"늙": 360,
|
| 365 |
+
"늠": 361,
|
| 366 |
+
"능": 362,
|
| 367 |
+
"늦": 363,
|
| 368 |
+
"늬": 364,
|
| 369 |
+
"니": 365,
|
| 370 |
+
"닉": 366,
|
| 371 |
+
"닌": 367,
|
| 372 |
+
"닐": 368,
|
| 373 |
+
"님": 369,
|
| 374 |
+
"닙": 370,
|
| 375 |
+
"닛": 371,
|
| 376 |
+
"닝": 372,
|
| 377 |
+
"닢": 373,
|
| 378 |
+
"다": 374,
|
| 379 |
+
"닥": 375,
|
| 380 |
+
"닦": 376,
|
| 381 |
+
"단": 377,
|
| 382 |
+
"닫": 378,
|
| 383 |
+
"달": 379,
|
| 384 |
+
"닭": 380,
|
| 385 |
+
"닮": 381,
|
| 386 |
+
"닳": 382,
|
| 387 |
+
"담": 383,
|
| 388 |
+
"답": 384,
|
| 389 |
+
"닷": 385,
|
| 390 |
+
"당": 386,
|
| 391 |
+
"닻": 387,
|
| 392 |
+
"닿": 388,
|
| 393 |
+
"대": 389,
|
| 394 |
+
"댁": 390,
|
| 395 |
+
"댄": 391,
|
| 396 |
+
"댈": 392,
|
| 397 |
+
"댐": 393,
|
| 398 |
+
"댑": 394,
|
| 399 |
+
"댓": 395,
|
| 400 |
+
"댔": 396,
|
| 401 |
+
"댕": 397,
|
| 402 |
+
"댜": 398,
|
| 403 |
+
"더": 399,
|
| 404 |
+
"덕": 400,
|
| 405 |
+
"던": 401,
|
| 406 |
+
"덜": 402,
|
| 407 |
+
"덞": 403,
|
| 408 |
+
"덟": 404,
|
| 409 |
+
"덤": 405,
|
| 410 |
+
"덥": 406,
|
| 411 |
+
"덧": 407,
|
| 412 |
+
"덩": 408,
|
| 413 |
+
"덫": 409,
|
| 414 |
+
"덮": 410,
|
| 415 |
+
"데": 411,
|
| 416 |
+
"덱": 412,
|
| 417 |
+
"덴": 413,
|
| 418 |
+
"델": 414,
|
| 419 |
+
"뎀": 415,
|
| 420 |
+
"뎁": 416,
|
| 421 |
+
"뎃": 417,
|
| 422 |
+
"뎅": 418,
|
| 423 |
+
"뎌": 419,
|
| 424 |
+
"도": 420,
|
| 425 |
+
"독": 421,
|
| 426 |
+
"돈": 422,
|
| 427 |
+
"돋": 423,
|
| 428 |
+
"돌": 424,
|
| 429 |
+
"돔": 425,
|
| 430 |
+
"돕": 426,
|
| 431 |
+
"돗": 427,
|
| 432 |
+
"동": 428,
|
| 433 |
+
"돠": 429,
|
| 434 |
+
"돼": 430,
|
| 435 |
+
"됄": 431,
|
| 436 |
+
"됐": 432,
|
| 437 |
+
"되": 433,
|
| 438 |
+
"된": 434,
|
| 439 |
+
"될": 435,
|
| 440 |
+
"됨": 436,
|
| 441 |
+
"됩": 437,
|
| 442 |
+
"됬": 438,
|
| 443 |
+
"두": 439,
|
| 444 |
+
"둑": 440,
|
| 445 |
+
"둔": 441,
|
| 446 |
+
"둘": 442,
|
| 447 |
+
"둠": 443,
|
| 448 |
+
"둡": 444,
|
| 449 |
+
"둥": 445,
|
| 450 |
+
"둬": 446,
|
| 451 |
+
"뒀": 447,
|
| 452 |
+
"뒤": 448,
|
| 453 |
+
"뒨": 449,
|
| 454 |
+
"뒷": 450,
|
| 455 |
+
"뒹": 451,
|
| 456 |
+
"듀": 452,
|
| 457 |
+
"듄": 453,
|
| 458 |
+
"드": 454,
|
| 459 |
+
"득": 455,
|
| 460 |
+
"든": 456,
|
| 461 |
+
"듣": 457,
|
| 462 |
+
"들": 458,
|
| 463 |
+
"듦": 459,
|
| 464 |
+
"듬": 460,
|
| 465 |
+
"듭": 461,
|
| 466 |
+
"듯": 462,
|
| 467 |
+
"등": 463,
|
| 468 |
+
"디": 464,
|
| 469 |
+
"딕": 465,
|
| 470 |
+
"딘": 466,
|
| 471 |
+
"딛": 467,
|
| 472 |
+
"딜": 468,
|
| 473 |
+
"딤": 469,
|
| 474 |
+
"딧": 470,
|
| 475 |
+
"딨": 471,
|
| 476 |
+
"딩": 472,
|
| 477 |
+
"딪": 473,
|
| 478 |
+
"따": 474,
|
| 479 |
+
"딱": 475,
|
| 480 |
+
"딲": 476,
|
| 481 |
+
"딴": 477,
|
| 482 |
+
"딸": 478,
|
| 483 |
+
"땀": 479,
|
| 484 |
+
"땄": 480,
|
| 485 |
+
"땅": 481,
|
| 486 |
+
"때": 482,
|
| 487 |
+
"땐": 483,
|
| 488 |
+
"땜": 484,
|
| 489 |
+
"땠": 485,
|
| 490 |
+
"땡": 486,
|
| 491 |
+
"떄": 487,
|
| 492 |
+
"떙": 488,
|
| 493 |
+
"떠": 489,
|
| 494 |
+
"떡": 490,
|
| 495 |
+
"떤": 491,
|
| 496 |
+
"떨": 492,
|
| 497 |
+
"떫": 493,
|
| 498 |
+
"떱": 494,
|
| 499 |
+
"떳": 495,
|
| 500 |
+
"떴": 496,
|
| 501 |
+
"떻": 497,
|
| 502 |
+
"떼": 498,
|
| 503 |
+
"뗀": 499,
|
| 504 |
+
"뗏": 500,
|
| 505 |
+
"뗐": 501,
|
| 506 |
+
"또": 502,
|
| 507 |
+
"똑": 503,
|
| 508 |
+
"똘": 504,
|
| 509 |
+
"똠": 505,
|
| 510 |
+
"똥": 506,
|
| 511 |
+
"뙤": 507,
|
| 512 |
+
"뚜": 508,
|
| 513 |
+
"뚝": 509,
|
| 514 |
+
"뚤": 510,
|
| 515 |
+
"뚫": 511,
|
| 516 |
+
"뚱": 512,
|
| 517 |
+
"뛰": 513,
|
| 518 |
+
"뛴": 514,
|
| 519 |
+
"뛸": 515,
|
| 520 |
+
"뜀": 516,
|
| 521 |
+
"뜁": 517,
|
| 522 |
+
"뜨": 518,
|
| 523 |
+
"뜩": 519,
|
| 524 |
+
"뜬": 520,
|
| 525 |
+
"뜯": 521,
|
| 526 |
+
"뜰": 522,
|
| 527 |
+
"뜸": 523,
|
| 528 |
+
"뜹": 524,
|
| 529 |
+
"뜻": 525,
|
| 530 |
+
"뜽": 526,
|
| 531 |
+
"띄": 527,
|
| 532 |
+
"띈": 528,
|
| 533 |
+
"띌": 529,
|
| 534 |
+
"띕": 530,
|
| 535 |
+
"띠": 531,
|
| 536 |
+
"띡": 532,
|
| 537 |
+
"띤": 533,
|
| 538 |
+
"띵": 534,
|
| 539 |
+
"라": 535,
|
| 540 |
+
"락": 536,
|
| 541 |
+
"란": 537,
|
| 542 |
+
"랄": 538,
|
| 543 |
+
"람": 539,
|
| 544 |
+
"랍": 540,
|
| 545 |
+
"랏": 541,
|
| 546 |
+
"랐": 542,
|
| 547 |
+
"랑": 543,
|
| 548 |
+
"랖": 544,
|
| 549 |
+
"랗": 545,
|
| 550 |
+
"래": 546,
|
| 551 |
+
"랙": 547,
|
| 552 |
+
"랜": 548,
|
| 553 |
+
"랠": 549,
|
| 554 |
+
"램": 550,
|
| 555 |
+
"랩": 551,
|
| 556 |
+
"랫": 552,
|
| 557 |
+
"랬": 553,
|
| 558 |
+
"랭": 554,
|
| 559 |
+
"랴": 555,
|
| 560 |
+
"략": 556,
|
| 561 |
+
"럈": 557,
|
| 562 |
+
"량": 558,
|
| 563 |
+
"러": 559,
|
| 564 |
+
"럭": 560,
|
| 565 |
+
"런": 561,
|
| 566 |
+
"럴": 562,
|
| 567 |
+
"럼": 563,
|
| 568 |
+
"럽": 564,
|
| 569 |
+
"럿": 565,
|
| 570 |
+
"렀": 566,
|
| 571 |
+
"렁": 567,
|
| 572 |
+
"렇": 568,
|
| 573 |
+
"레": 569,
|
| 574 |
+
"렉": 570,
|
| 575 |
+
"렌": 571,
|
| 576 |
+
"렐": 572,
|
| 577 |
+
"렘": 573,
|
| 578 |
+
"렙": 574,
|
| 579 |
+
"렛": 575,
|
| 580 |
+
"렝": 576,
|
| 581 |
+
"려": 577,
|
| 582 |
+
"력": 578,
|
| 583 |
+
"련": 579,
|
| 584 |
+
"렬": 580,
|
| 585 |
+
"렴": 581,
|
| 586 |
+
"렵": 582,
|
| 587 |
+
"렷": 583,
|
| 588 |
+
"렸": 584,
|
| 589 |
+
"령": 585,
|
| 590 |
+
"렼": 586,
|
| 591 |
+
"례": 587,
|
| 592 |
+
"로": 588,
|
| 593 |
+
"록": 589,
|
| 594 |
+
"론": 590,
|
| 595 |
+
"롤": 591,
|
| 596 |
+
"롬": 592,
|
| 597 |
+
"롭": 593,
|
| 598 |
+
"롯": 594,
|
| 599 |
+
"롱": 595,
|
| 600 |
+
"롷": 596,
|
| 601 |
+
"롸": 597,
|
| 602 |
+
"뢰": 598,
|
| 603 |
+
"료": 599,
|
| 604 |
+
"룐": 600,
|
| 605 |
+
"룟": 601,
|
| 606 |
+
"룡": 602,
|
| 607 |
+
"루": 603,
|
| 608 |
+
"룩": 604,
|
| 609 |
+
"룬": 605,
|
| 610 |
+
"룰": 606,
|
| 611 |
+
"룸": 607,
|
| 612 |
+
"룹": 608,
|
| 613 |
+
"룻": 609,
|
| 614 |
+
"룽": 610,
|
| 615 |
+
"뤄": 611,
|
| 616 |
+
"뤘": 612,
|
| 617 |
+
"뤼": 613,
|
| 618 |
+
"류": 614,
|
| 619 |
+
"륙": 615,
|
| 620 |
+
"륜": 616,
|
| 621 |
+
"률": 617,
|
| 622 |
+
"륨": 618,
|
| 623 |
+
"륭": 619,
|
| 624 |
+
"르": 620,
|
| 625 |
+
"륵": 621,
|
| 626 |
+
"른": 622,
|
| 627 |
+
"를": 623,
|
| 628 |
+
"름": 624,
|
| 629 |
+
"릅": 625,
|
| 630 |
+
"릇": 626,
|
| 631 |
+
"릉": 627,
|
| 632 |
+
"릎": 628,
|
| 633 |
+
"릏": 629,
|
| 634 |
+
"리": 630,
|
| 635 |
+
"릭": 631,
|
| 636 |
+
"린": 632,
|
| 637 |
+
"릴": 633,
|
| 638 |
+
"림": 634,
|
| 639 |
+
"립": 635,
|
| 640 |
+
"릿": 636,
|
| 641 |
+
"링": 637,
|
| 642 |
+
"마": 638,
|
| 643 |
+
"막": 639,
|
| 644 |
+
"만": 640,
|
| 645 |
+
"많": 641,
|
| 646 |
+
"맏": 642,
|
| 647 |
+
"말": 643,
|
| 648 |
+
"맑": 644,
|
| 649 |
+
"맘": 645,
|
| 650 |
+
"맙": 646,
|
| 651 |
+
"맛": 647,
|
| 652 |
+
"망": 648,
|
| 653 |
+
"맞": 649,
|
| 654 |
+
"맡": 650,
|
| 655 |
+
"맣": 651,
|
| 656 |
+
"매": 652,
|
| 657 |
+
"맥": 653,
|
| 658 |
+
"맨": 654,
|
| 659 |
+
"맬": 655,
|
| 660 |
+
"맴": 656,
|
| 661 |
+
"맵": 657,
|
| 662 |
+
"맷": 658,
|
| 663 |
+
"맸": 659,
|
| 664 |
+
"맹": 660,
|
| 665 |
+
"맺": 661,
|
| 666 |
+
"먀": 662,
|
| 667 |
+
"머": 663,
|
| 668 |
+
"먹": 664,
|
| 669 |
+
"먼": 665,
|
| 670 |
+
"멀": 666,
|
| 671 |
+
"멈": 667,
|
| 672 |
+
"멉": 668,
|
| 673 |
+
"멋": 669,
|
| 674 |
+
"멍": 670,
|
| 675 |
+
"멎": 671,
|
| 676 |
+
"멓": 672,
|
| 677 |
+
"메": 673,
|
| 678 |
+
"멕": 674,
|
| 679 |
+
"멘": 675,
|
| 680 |
+
"멜": 676,
|
| 681 |
+
"멤": 677,
|
| 682 |
+
"멧": 678,
|
| 683 |
+
"멩": 679,
|
| 684 |
+
"며": 680,
|
| 685 |
+
"멱": 681,
|
| 686 |
+
"면": 682,
|
| 687 |
+
"멸": 683,
|
| 688 |
+
"명": 684,
|
| 689 |
+
"몇": 685,
|
| 690 |
+
"모": 686,
|
| 691 |
+
"목": 687,
|
| 692 |
+
"몫": 688,
|
| 693 |
+
"몬": 689,
|
| 694 |
+
"몰": 690,
|
| 695 |
+
"몸": 691,
|
| 696 |
+
"몹": 692,
|
| 697 |
+
"못": 693,
|
| 698 |
+
"몽": 694,
|
| 699 |
+
"묘": 695,
|
| 700 |
+
"무": 696,
|
| 701 |
+
"묵": 697,
|
| 702 |
+
"묶": 698,
|
| 703 |
+
"문": 699,
|
| 704 |
+
"묻": 700,
|
| 705 |
+
"물": 701,
|
| 706 |
+
"묽": 702,
|
| 707 |
+
"뭅": 703,
|
| 708 |
+
"뭇": 704,
|
| 709 |
+
"뭉": 705,
|
| 710 |
+
"뭍": 706,
|
| 711 |
+
"뭐": 707,
|
| 712 |
+
"뭔": 708,
|
| 713 |
+
"뭘": 709,
|
| 714 |
+
"뭡": 710,
|
| 715 |
+
"뭣": 711,
|
| 716 |
+
"뮈": 712,
|
| 717 |
+
"뮤": 713,
|
| 718 |
+
"뮬": 714,
|
| 719 |
+
"뮹": 715,
|
| 720 |
+
"므": 716,
|
| 721 |
+
"믄": 717,
|
| 722 |
+
"믈": 718,
|
| 723 |
+
"미": 719,
|
| 724 |
+
"믹": 720,
|
| 725 |
+
"민": 721,
|
| 726 |
+
"믿": 722,
|
| 727 |
+
"밀": 723,
|
| 728 |
+
"밈": 724,
|
| 729 |
+
"밉": 725,
|
| 730 |
+
"밋": 726,
|
| 731 |
+
"밌": 727,
|
| 732 |
+
"밍": 728,
|
| 733 |
+
"및": 729,
|
| 734 |
+
"밑": 730,
|
| 735 |
+
"바": 731,
|
| 736 |
+
"박": 732,
|
| 737 |
+
"밖": 733,
|
| 738 |
+
"반": 734,
|
| 739 |
+
"받": 735,
|
| 740 |
+
"발": 736,
|
| 741 |
+
"밝": 737,
|
| 742 |
+
"밟": 738,
|
| 743 |
+
"밤": 739,
|
| 744 |
+
"밥": 740,
|
| 745 |
+
"밧": 741,
|
| 746 |
+
"방": 742,
|
| 747 |
+
"밭": 743,
|
| 748 |
+
"배": 744,
|
| 749 |
+
"백": 745,
|
| 750 |
+
"밴": 746,
|
| 751 |
+
"밸": 747,
|
| 752 |
+
"뱀": 748,
|
| 753 |
+
"뱁": 749,
|
| 754 |
+
"뱃": 750,
|
| 755 |
+
"뱅": 751,
|
| 756 |
+
"뱉": 752,
|
| 757 |
+
"버": 753,
|
| 758 |
+
"벅": 754,
|
| 759 |
+
"번": 755,
|
| 760 |
+
"벌": 756,
|
| 761 |
+
"범": 757,
|
| 762 |
+
"법": 758,
|
| 763 |
+
"벗": 759,
|
| 764 |
+
"벙": 760,
|
| 765 |
+
"벚": 761,
|
| 766 |
+
"베": 762,
|
| 767 |
+
"벡": 763,
|
| 768 |
+
"벤": 764,
|
| 769 |
+
"벨": 765,
|
| 770 |
+
"벳": 766,
|
| 771 |
+
"벵": 767,
|
| 772 |
+
"벼": 768,
|
| 773 |
+
"벽": 769,
|
| 774 |
+
"변": 770,
|
| 775 |
+
"별": 771,
|
| 776 |
+
"볍": 772,
|
| 777 |
+
"볐": 773,
|
| 778 |
+
"병": 774,
|
| 779 |
+
"볕": 775,
|
| 780 |
+
"보": 776,
|
| 781 |
+
"복": 777,
|
| 782 |
+
"볶": 778,
|
| 783 |
+
"본": 779,
|
| 784 |
+
"볼": 780,
|
| 785 |
+
"봄": 781,
|
| 786 |
+
"봅": 782,
|
| 787 |
+
"봇": 783,
|
| 788 |
+
"봈": 784,
|
| 789 |
+
"봉": 785,
|
| 790 |
+
"봐": 786,
|
| 791 |
+
"봤": 787,
|
| 792 |
+
"봬": 788,
|
| 793 |
+
"뵀": 789,
|
| 794 |
+
"뵈": 790,
|
| 795 |
+
"뵌": 791,
|
| 796 |
+
"뵐": 792,
|
| 797 |
+
"뵙": 793,
|
| 798 |
+
"뵜": 794,
|
| 799 |
+
"부": 795,
|
| 800 |
+
"북": 796,
|
| 801 |
+
"분": 797,
|
| 802 |
+
"불": 798,
|
| 803 |
+
"붉": 799,
|
| 804 |
+
"붐": 800,
|
| 805 |
+
"붑": 801,
|
| 806 |
+
"붓": 802,
|
| 807 |
+
"붕": 803,
|
| 808 |
+
"붙": 804,
|
| 809 |
+
"뷔": 805,
|
| 810 |
+
"뷰": 806,
|
| 811 |
+
"뷸": 807,
|
| 812 |
+
"브": 808,
|
| 813 |
+
"븐": 809,
|
| 814 |
+
"블": 810,
|
| 815 |
+
"비": 811,
|
| 816 |
+
"빅": 812,
|
| 817 |
+
"빈": 813,
|
| 818 |
+
"빌": 814,
|
| 819 |
+
"빔": 815,
|
| 820 |
+
"빕": 816,
|
| 821 |
+
"빗": 817,
|
| 822 |
+
"빙": 818,
|
| 823 |
+
"빚": 819,
|
| 824 |
+
"빛": 820,
|
| 825 |
+
"빠": 821,
|
| 826 |
+
"빡": 822,
|
| 827 |
+
"빤": 823,
|
| 828 |
+
"빨": 824,
|
| 829 |
+
"빰": 825,
|
| 830 |
+
"빳": 826,
|
| 831 |
+
"빴": 827,
|
| 832 |
+
"빵": 828,
|
| 833 |
+
"빼": 829,
|
| 834 |
+
"빽": 830,
|
| 835 |
+
"뺀": 831,
|
| 836 |
+
"뺄": 832,
|
| 837 |
+
"뺍": 833,
|
| 838 |
+
"뺏": 834,
|
| 839 |
+
"뺐": 835,
|
| 840 |
+
"뺑": 836,
|
| 841 |
+
"뺨": 837,
|
| 842 |
+
"뺭": 838,
|
| 843 |
+
"뺴": 839,
|
| 844 |
+
"뺼": 840,
|
| 845 |
+
"뻇": 841,
|
| 846 |
+
"뻐": 842,
|
| 847 |
+
"뻑": 843,
|
| 848 |
+
"뻔": 844,
|
| 849 |
+
"뻗": 845,
|
| 850 |
+
"뻘": 846,
|
| 851 |
+
"뻣": 847,
|
| 852 |
+
"뻤": 848,
|
| 853 |
+
"뻥": 849,
|
| 854 |
+
"뼈": 850,
|
| 855 |
+
"뼘": 851,
|
| 856 |
+
"뼝": 852,
|
| 857 |
+
"뽀": 853,
|
| 858 |
+
"뽁": 854,
|
| 859 |
+
"뽄": 855,
|
| 860 |
+
"뽑": 856,
|
| 861 |
+
"뽕": 857,
|
| 862 |
+
"뾰": 858,
|
| 863 |
+
"뾱": 859,
|
| 864 |
+
"뿅": 860,
|
| 865 |
+
"뿌": 861,
|
| 866 |
+
"뿍": 862,
|
| 867 |
+
"뿐": 863,
|
| 868 |
+
"뿔": 864,
|
| 869 |
+
"뿜": 865,
|
| 870 |
+
"뿡": 866,
|
| 871 |
+
"쁘": 867,
|
| 872 |
+
"쁜": 868,
|
| 873 |
+
"쁠": 869,
|
| 874 |
+
"쁨": 870,
|
| 875 |
+
"쁩": 871,
|
| 876 |
+
"삐": 872,
|
| 877 |
+
"삔": 873,
|
| 878 |
+
"삘": 874,
|
| 879 |
+
"삥": 875,
|
| 880 |
+
"사": 876,
|
| 881 |
+
"삭": 877,
|
| 882 |
+
"산": 878,
|
| 883 |
+
"살": 879,
|
| 884 |
+
"삶": 880,
|
| 885 |
+
"삼": 881,
|
| 886 |
+
"삽": 882,
|
| 887 |
+
"삿": 883,
|
| 888 |
+
"샀": 884,
|
| 889 |
+
"상": 885,
|
| 890 |
+
"새": 886,
|
| 891 |
+
"색": 887,
|
| 892 |
+
"샊": 888,
|
| 893 |
+
"샌": 889,
|
| 894 |
+
"샐": 890,
|
| 895 |
+
"샘": 891,
|
| 896 |
+
"샙": 892,
|
| 897 |
+
"샛": 893,
|
| 898 |
+
"샜": 894,
|
| 899 |
+
"생": 895,
|
| 900 |
+
"샤": 896,
|
| 901 |
+
"샥": 897,
|
| 902 |
+
"샨": 898,
|
| 903 |
+
"샬": 899,
|
| 904 |
+
"샴": 900,
|
| 905 |
+
"샵": 901,
|
| 906 |
+
"샷": 902,
|
| 907 |
+
"샹": 903,
|
| 908 |
+
"섀": 904,
|
| 909 |
+
"서": 905,
|
| 910 |
+
"석": 906,
|
| 911 |
+
"섞": 907,
|
| 912 |
+
"선": 908,
|
| 913 |
+
"섣": 909,
|
| 914 |
+
"설": 910,
|
| 915 |
+
"섬": 911,
|
| 916 |
+
"섭": 912,
|
| 917 |
+
"섯": 913,
|
| 918 |
+
"섰": 914,
|
| 919 |
+
"성": 915,
|
| 920 |
+
"세": 916,
|
| 921 |
+
"섹": 917,
|
| 922 |
+
"센": 918,
|
| 923 |
+
"셀": 919,
|
| 924 |
+
"셈": 920,
|
| 925 |
+
"셉": 921,
|
| 926 |
+
"셋": 922,
|
| 927 |
+
"셌": 923,
|
| 928 |
+
"셔": 924,
|
| 929 |
+
"션": 925,
|
| 930 |
+
"셜": 926,
|
| 931 |
+
"셥": 927,
|
| 932 |
+
"셧": 928,
|
| 933 |
+
"셨": 929,
|
| 934 |
+
"셰": 930,
|
| 935 |
+
"소": 931,
|
| 936 |
+
"속": 932,
|
| 937 |
+
"솎": 933,
|
| 938 |
+
"손": 934,
|
| 939 |
+
"솔": 935,
|
| 940 |
+
"솜": 936,
|
| 941 |
+
"솟": 937,
|
| 942 |
+
"송": 938,
|
| 943 |
+
"솥": 939,
|
| 944 |
+
"솨": 940,
|
| 945 |
+
"쇄": 941,
|
| 946 |
+
"쇠": 942,
|
| 947 |
+
"쇼": 943,
|
| 948 |
+
"쇽": 944,
|
| 949 |
+
"숀": 945,
|
| 950 |
+
"숌": 946,
|
| 951 |
+
"숍": 947,
|
| 952 |
+
"숏": 948,
|
| 953 |
+
"숑": 949,
|
| 954 |
+
"수": 950,
|
| 955 |
+
"숙": 951,
|
| 956 |
+
"순": 952,
|
| 957 |
+
"숟": 953,
|
| 958 |
+
"술": 954,
|
| 959 |
+
"숨": 955,
|
| 960 |
+
"숩": 956,
|
| 961 |
+
"숫": 957,
|
| 962 |
+
"숭": 958,
|
| 963 |
+
"숯": 959,
|
| 964 |
+
"숱": 960,
|
| 965 |
+
"숲": 961,
|
| 966 |
+
"숴": 962,
|
| 967 |
+
"쉐": 963,
|
| 968 |
+
"쉘": 964,
|
| 969 |
+
"쉣": 965,
|
| 970 |
+
"쉬": 966,
|
| 971 |
+
"쉭": 967,
|
| 972 |
+
"쉰": 968,
|
| 973 |
+
"쉴": 969,
|
| 974 |
+
"쉼": 970,
|
| 975 |
+
"쉽": 971,
|
| 976 |
+
"쉿": 972,
|
| 977 |
+
"슁": 973,
|
| 978 |
+
"슈": 974,
|
| 979 |
+
"슉": 975,
|
| 980 |
+
"슐": 976,
|
| 981 |
+
"슘": 977,
|
| 982 |
+
"슛": 978,
|
| 983 |
+
"슝": 979,
|
| 984 |
+
"스": 980,
|
| 985 |
+
"슥": 981,
|
| 986 |
+
"슨": 982,
|
| 987 |
+
"슬": 983,
|
| 988 |
+
"슴": 984,
|
| 989 |
+
"습": 985,
|
| 990 |
+
"슷": 986,
|
| 991 |
+
"승": 987,
|
| 992 |
+
"시": 988,
|
| 993 |
+
"식": 989,
|
| 994 |
+
"신": 990,
|
| 995 |
+
"싣": 991,
|
| 996 |
+
"실": 992,
|
| 997 |
+
"싫": 993,
|
| 998 |
+
"심": 994,
|
| 999 |
+
"십": 995,
|
| 1000 |
+
"싯": 996,
|
| 1001 |
+
"싱": 997,
|
| 1002 |
+
"싴": 998,
|
| 1003 |
+
"싶": 999,
|
| 1004 |
+
"싸": 1000,
|
| 1005 |
+
"싹": 1001,
|
| 1006 |
+
"싼": 1002,
|
| 1007 |
+
"쌀": 1003,
|
| 1008 |
+
"쌈": 1004,
|
| 1009 |
+
"쌉": 1005,
|
| 1010 |
+
"쌌": 1006,
|
| 1011 |
+
"쌍": 1007,
|
| 1012 |
+
"쌓": 1008,
|
| 1013 |
+
"쌔": 1009,
|
| 1014 |
+
"쌘": 1010,
|
| 1015 |
+
"쌤": 1011,
|
| 1016 |
+
"쌩": 1012,
|
| 1017 |
+
"쌰": 1013,
|
| 1018 |
+
"썜": 1014,
|
| 1019 |
+
"써": 1015,
|
| 1020 |
+
"썩": 1016,
|
| 1021 |
+
"썬": 1017,
|
| 1022 |
+
"썰": 1018,
|
| 1023 |
+
"썸": 1019,
|
| 1024 |
+
"썹": 1020,
|
| 1025 |
+
"썻": 1021,
|
| 1026 |
+
"썼": 1022,
|
| 1027 |
+
"썽": 1023,
|
| 1028 |
+
"쎄": 1024,
|
| 1029 |
+
"쎈": 1025,
|
| 1030 |
+
"쎌": 1026,
|
| 1031 |
+
"쎘": 1027,
|
| 1032 |
+
"쎼": 1028,
|
| 1033 |
+
"쏘": 1029,
|
| 1034 |
+
"쏙": 1030,
|
| 1035 |
+
"쏜": 1031,
|
| 1036 |
+
"쏟": 1032,
|
| 1037 |
+
"쏠": 1033,
|
| 1038 |
+
"쏩": 1034,
|
| 1039 |
+
"쏭": 1035,
|
| 1040 |
+
"쏴": 1036,
|
| 1041 |
+
"쏵": 1037,
|
| 1042 |
+
"쐈": 1038,
|
| 1043 |
+
"쐬": 1039,
|
| 1044 |
+
"쑈": 1040,
|
| 1045 |
+
"쑤": 1041,
|
| 1046 |
+
"쑥": 1042,
|
| 1047 |
+
"쒸": 1043,
|
| 1048 |
+
"쓰": 1044,
|
| 1049 |
+
"쓱": 1045,
|
| 1050 |
+
"쓴": 1046,
|
| 1051 |
+
"쓸": 1047,
|
| 1052 |
+
"씀": 1048,
|
| 1053 |
+
"씁": 1049,
|
| 1054 |
+
"씌": 1050,
|
| 1055 |
+
"씨": 1051,
|
| 1056 |
+
"씩": 1052,
|
| 1057 |
+
"씬": 1053,
|
| 1058 |
+
"씸": 1054,
|
| 1059 |
+
"씹": 1055,
|
| 1060 |
+
"씻": 1056,
|
| 1061 |
+
"씽": 1057,
|
| 1062 |
+
"아": 1058,
|
| 1063 |
+
"악": 1059,
|
| 1064 |
+
"안": 1060,
|
| 1065 |
+
"앉": 1061,
|
| 1066 |
+
"않": 1062,
|
| 1067 |
+
"알": 1063,
|
| 1068 |
+
"앓": 1064,
|
| 1069 |
+
"암": 1065,
|
| 1070 |
+
"압": 1066,
|
| 1071 |
+
"앗": 1067,
|
| 1072 |
+
"았": 1068,
|
| 1073 |
+
"앙": 1069,
|
| 1074 |
+
"앞": 1070,
|
| 1075 |
+
"애": 1071,
|
| 1076 |
+
"액": 1072,
|
| 1077 |
+
"앤": 1073,
|
| 1078 |
+
"앨": 1074,
|
| 1079 |
+
"앰": 1075,
|
| 1080 |
+
"앱": 1076,
|
| 1081 |
+
"앳": 1077,
|
| 1082 |
+
"앴": 1078,
|
| 1083 |
+
"앵": 1079,
|
| 1084 |
+
"야": 1080,
|
| 1085 |
+
"약": 1081,
|
| 1086 |
+
"얀": 1082,
|
| 1087 |
+
"얄": 1083,
|
| 1088 |
+
"얇": 1084,
|
| 1089 |
+
"얌": 1085,
|
| 1090 |
+
"얍": 1086,
|
| 1091 |
+
"양": 1087,
|
| 1092 |
+
"얕": 1088,
|
| 1093 |
+
"얗": 1089,
|
| 1094 |
+
"얘": 1090,
|
| 1095 |
+
"얜": 1091,
|
| 1096 |
+
"어": 1092,
|
| 1097 |
+
"억": 1093,
|
| 1098 |
+
"언": 1094,
|
| 1099 |
+
"얹": 1095,
|
| 1100 |
+
"얻": 1096,
|
| 1101 |
+
"얼": 1097,
|
| 1102 |
+
"얽": 1098,
|
| 1103 |
+
"엄": 1099,
|
| 1104 |
+
"업": 1100,
|
| 1105 |
+
"없": 1101,
|
| 1106 |
+
"엇": 1102,
|
| 1107 |
+
"었": 1103,
|
| 1108 |
+
"엉": 1104,
|
| 1109 |
+
"엊": 1105,
|
| 1110 |
+
"엌": 1106,
|
| 1111 |
+
"엎": 1107,
|
| 1112 |
+
"에": 1108,
|
| 1113 |
+
"엑": 1109,
|
| 1114 |
+
"엔": 1110,
|
| 1115 |
+
"엘": 1111,
|
| 1116 |
+
"엠": 1112,
|
| 1117 |
+
"엣": 1113,
|
| 1118 |
+
"엥": 1114,
|
| 1119 |
+
"여": 1115,
|
| 1120 |
+
"역": 1116,
|
| 1121 |
+
"엮": 1117,
|
| 1122 |
+
"연": 1118,
|
| 1123 |
+
"열": 1119,
|
| 1124 |
+
"염": 1120,
|
| 1125 |
+
"엽": 1121,
|
| 1126 |
+
"엿": 1122,
|
| 1127 |
+
"였": 1123,
|
| 1128 |
+
"영": 1124,
|
| 1129 |
+
"옅": 1125,
|
| 1130 |
+
"옆": 1126,
|
| 1131 |
+
"옇": 1127,
|
| 1132 |
+
"예": 1128,
|
| 1133 |
+
"옌": 1129,
|
| 1134 |
+
"옐": 1130,
|
| 1135 |
+
"옛": 1131,
|
| 1136 |
+
"오": 1132,
|
| 1137 |
+
"옥": 1133,
|
| 1138 |
+
"온": 1134,
|
| 1139 |
+
"올": 1135,
|
| 1140 |
+
"옮": 1136,
|
| 1141 |
+
"옳": 1137,
|
| 1142 |
+
"옴": 1138,
|
| 1143 |
+
"옵": 1139,
|
| 1144 |
+
"옷": 1140,
|
| 1145 |
+
"옹": 1141,
|
| 1146 |
+
"옻": 1142,
|
| 1147 |
+
"와": 1143,
|
| 1148 |
+
"왁": 1144,
|
| 1149 |
+
"완": 1145,
|
| 1150 |
+
"왈": 1146,
|
| 1151 |
+
"왓": 1147,
|
| 1152 |
+
"왔": 1148,
|
| 1153 |
+
"왕": 1149,
|
| 1154 |
+
"왜": 1150,
|
| 1155 |
+
"왠": 1151,
|
| 1156 |
+
"왤": 1152,
|
| 1157 |
+
"외": 1153,
|
| 1158 |
+
"왼": 1154,
|
| 1159 |
+
"욀": 1155,
|
| 1160 |
+
"요": 1156,
|
| 1161 |
+
"욕": 1157,
|
| 1162 |
+
"욘": 1158,
|
| 1163 |
+
"욜": 1159,
|
| 1164 |
+
"욤": 1160,
|
| 1165 |
+
"욥": 1161,
|
| 1166 |
+
"용": 1162,
|
| 1167 |
+
"우": 1163,
|
| 1168 |
+
"욱": 1164,
|
| 1169 |
+
"운": 1165,
|
| 1170 |
+
"울": 1166,
|
| 1171 |
+
"움": 1167,
|
| 1172 |
+
"웁": 1168,
|
| 1173 |
+
"웃": 1169,
|
| 1174 |
+
"웅": 1170,
|
| 1175 |
+
"워": 1171,
|
| 1176 |
+
"웍": 1172,
|
| 1177 |
+
"원": 1173,
|
| 1178 |
+
"월": 1174,
|
| 1179 |
+
"웜": 1175,
|
| 1180 |
+
"웠": 1176,
|
| 1181 |
+
"웨": 1177,
|
| 1182 |
+
"웩": 1178,
|
| 1183 |
+
"웬": 1179,
|
| 1184 |
+
"웰": 1180,
|
| 1185 |
+
"웹": 1181,
|
| 1186 |
+
"웻": 1182,
|
| 1187 |
+
"웽": 1183,
|
| 1188 |
+
"위": 1184,
|
| 1189 |
+
"윅": 1185,
|
| 1190 |
+
"윈": 1186,
|
| 1191 |
+
"윌": 1187,
|
| 1192 |
+
"윔": 1188,
|
| 1193 |
+
"윗": 1189,
|
| 1194 |
+
"윙": 1190,
|
| 1195 |
+
"유": 1191,
|
| 1196 |
+
"육": 1192,
|
| 1197 |
+
"윤": 1193,
|
| 1198 |
+
"율": 1194,
|
| 1199 |
+
"윱": 1195,
|
| 1200 |
+
"윳": 1196,
|
| 1201 |
+
"융": 1197,
|
| 1202 |
+
"윶": 1198,
|
| 1203 |
+
"윷": 1199,
|
| 1204 |
+
"으": 1200,
|
| 1205 |
+
"윽": 1201,
|
| 1206 |
+
"은": 1202,
|
| 1207 |
+
"읃": 1203,
|
| 1208 |
+
"을": 1204,
|
| 1209 |
+
"읊": 1205,
|
| 1210 |
+
"음": 1206,
|
| 1211 |
+
"읍": 1207,
|
| 1212 |
+
"읏": 1208,
|
| 1213 |
+
"응": 1209,
|
| 1214 |
+
"읒": 1210,
|
| 1215 |
+
"의": 1211,
|
| 1216 |
+
"이": 1212,
|
| 1217 |
+
"익": 1213,
|
| 1218 |
+
"인": 1214,
|
| 1219 |
+
"일": 1215,
|
| 1220 |
+
"읽": 1216,
|
| 1221 |
+
"잃": 1217,
|
| 1222 |
+
"임": 1218,
|
| 1223 |
+
"입": 1219,
|
| 1224 |
+
"잇": 1220,
|
| 1225 |
+
"있": 1221,
|
| 1226 |
+
"잉": 1222,
|
| 1227 |
+
"잊": 1223,
|
| 1228 |
+
"잌": 1224,
|
| 1229 |
+
"잎": 1225,
|
| 1230 |
+
"자": 1226,
|
| 1231 |
+
"작": 1227,
|
| 1232 |
+
"잔": 1228,
|
| 1233 |
+
"잖": 1229,
|
| 1234 |
+
"잘": 1230,
|
| 1235 |
+
"잠": 1231,
|
| 1236 |
+
"잡": 1232,
|
| 1237 |
+
"잣": 1233,
|
| 1238 |
+
"잤": 1234,
|
| 1239 |
+
"장": 1235,
|
| 1240 |
+
"잦": 1236,
|
| 1241 |
+
"재": 1237,
|
| 1242 |
+
"잭": 1238,
|
| 1243 |
+
"잰": 1239,
|
| 1244 |
+
"잴": 1240,
|
| 1245 |
+
"잼": 1241,
|
| 1246 |
+
"잽": 1242,
|
| 1247 |
+
"잿": 1243,
|
| 1248 |
+
"쟀": 1244,
|
| 1249 |
+
"쟁": 1245,
|
| 1250 |
+
"쟝": 1246,
|
| 1251 |
+
"쟤": 1247,
|
| 1252 |
+
"쟨": 1248,
|
| 1253 |
+
"저": 1249,
|
| 1254 |
+
"적": 1250,
|
| 1255 |
+
"전": 1251,
|
| 1256 |
+
"절": 1252,
|
| 1257 |
+
"젊": 1253,
|
| 1258 |
+
"점": 1254,
|
| 1259 |
+
"접": 1255,
|
| 1260 |
+
"젓": 1256,
|
| 1261 |
+
"정": 1257,
|
| 1262 |
+
"젖": 1258,
|
| 1263 |
+
"제": 1259,
|
| 1264 |
+
"젝": 1260,
|
| 1265 |
+
"젠": 1261,
|
| 1266 |
+
"젤": 1262,
|
| 1267 |
+
"젬": 1263,
|
| 1268 |
+
"젯": 1264,
|
| 1269 |
+
"져": 1265,
|
| 1270 |
+
"젼": 1266,
|
| 1271 |
+
"졌": 1267,
|
| 1272 |
+
"조": 1268,
|
| 1273 |
+
"족": 1269,
|
| 1274 |
+
"존": 1270,
|
| 1275 |
+
"졸": 1271,
|
| 1276 |
+
"좀": 1272,
|
| 1277 |
+
"좁": 1273,
|
| 1278 |
+
"좃": 1274,
|
| 1279 |
+
"종": 1275,
|
| 1280 |
+
"좆": 1276,
|
| 1281 |
+
"좋": 1277,
|
| 1282 |
+
"좌": 1278,
|
| 1283 |
+
"좍": 1279,
|
| 1284 |
+
"좔": 1280,
|
| 1285 |
+
"죄": 1281,
|
| 1286 |
+
"죠": 1282,
|
| 1287 |
+
"주": 1283,
|
| 1288 |
+
"죽": 1284,
|
| 1289 |
+
"준": 1285,
|
| 1290 |
+
"줄": 1286,
|
| 1291 |
+
"줌": 1287,
|
| 1292 |
+
"줍": 1288,
|
| 1293 |
+
"줏": 1289,
|
| 1294 |
+
"중": 1290,
|
| 1295 |
+
"줘": 1291,
|
| 1296 |
+
"줬": 1292,
|
| 1297 |
+
"줸": 1293,
|
| 1298 |
+
"쥐": 1294,
|
| 1299 |
+
"쥔": 1295,
|
| 1300 |
+
"쥘": 1296,
|
| 1301 |
+
"쥬": 1297,
|
| 1302 |
+
"즈": 1298,
|
| 1303 |
+
"즉": 1299,
|
| 1304 |
+
"즌": 1300,
|
| 1305 |
+
"즐": 1301,
|
| 1306 |
+
"즘": 1302,
|
| 1307 |
+
"즙": 1303,
|
| 1308 |
+
"증": 1304,
|
| 1309 |
+
"지": 1305,
|
| 1310 |
+
"직": 1306,
|
| 1311 |
+
"진": 1307,
|
| 1312 |
+
"질": 1308,
|
| 1313 |
+
"짊": 1309,
|
| 1314 |
+
"짐": 1310,
|
| 1315 |
+
"집": 1311,
|
| 1316 |
+
"짓": 1312,
|
| 1317 |
+
"징": 1313,
|
| 1318 |
+
"짖": 1314,
|
| 1319 |
+
"짚": 1315,
|
| 1320 |
+
"짜": 1316,
|
| 1321 |
+
"짝": 1317,
|
| 1322 |
+
"짠": 1318,
|
| 1323 |
+
"짤": 1319,
|
| 1324 |
+
"짥": 1320,
|
| 1325 |
+
"짧": 1321,
|
| 1326 |
+
"짬": 1322,
|
| 1327 |
+
"짭": 1323,
|
| 1328 |
+
"짯": 1324,
|
| 1329 |
+
"짰": 1325,
|
| 1330 |
+
"짱": 1326,
|
| 1331 |
+
"째": 1327,
|
| 1332 |
+
"짹": 1328,
|
| 1333 |
+
"짼": 1329,
|
| 1334 |
+
"쨋": 1330,
|
| 1335 |
+
"쨌": 1331,
|
| 1336 |
+
"쨍": 1332,
|
| 1337 |
+
"쨔": 1333,
|
| 1338 |
+
"쨰": 1334,
|
| 1339 |
+
"쩃": 1335,
|
| 1340 |
+
"쩄": 1336,
|
| 1341 |
+
"쩌": 1337,
|
| 1342 |
+
"쩍": 1338,
|
| 1343 |
+
"쩐": 1339,
|
| 1344 |
+
"쩔": 1340,
|
| 1345 |
+
"쩜": 1341,
|
| 1346 |
+
"쩝": 1342,
|
| 1347 |
+
"쩠": 1343,
|
| 1348 |
+
"쩡": 1344,
|
| 1349 |
+
"쩨": 1345,
|
| 1350 |
+
"쪄": 1346,
|
| 1351 |
+
"쪘": 1347,
|
| 1352 |
+
"쪼": 1348,
|
| 1353 |
+
"쪽": 1349,
|
| 1354 |
+
"쫀": 1350,
|
| 1355 |
+
"쫄": 1351,
|
| 1356 |
+
"쫌": 1352,
|
| 1357 |
+
"쫍": 1353,
|
| 1358 |
+
"쫑": 1354,
|
| 1359 |
+
"쫒": 1355,
|
| 1360 |
+
"쫓": 1356,
|
| 1361 |
+
"쫘": 1357,
|
| 1362 |
+
"쫙": 1358,
|
| 1363 |
+
"쬐": 1359,
|
| 1364 |
+
"쭈": 1360,
|
| 1365 |
+
"쭉": 1361,
|
| 1366 |
+
"쭌": 1362,
|
| 1367 |
+
"쭐": 1363,
|
| 1368 |
+
"쭘": 1364,
|
| 1369 |
+
"쭙": 1365,
|
| 1370 |
+
"쭝": 1366,
|
| 1371 |
+
"쭤": 1367,
|
| 1372 |
+
"쮸": 1368,
|
| 1373 |
+
"쯔": 1369,
|
| 1374 |
+
"쯕": 1370,
|
| 1375 |
+
"쯤": 1371,
|
| 1376 |
+
"쯧": 1372,
|
| 1377 |
+
"찌": 1373,
|
| 1378 |
+
"찍": 1374,
|
| 1379 |
+
"찐": 1375,
|
| 1380 |
+
"찔": 1376,
|
| 1381 |
+
"찜": 1377,
|
| 1382 |
+
"찝": 1378,
|
| 1383 |
+
"찡": 1379,
|
| 1384 |
+
"찢": 1380,
|
| 1385 |
+
"차": 1381,
|
| 1386 |
+
"착": 1382,
|
| 1387 |
+
"찬": 1383,
|
| 1388 |
+
"찮": 1384,
|
| 1389 |
+
"찰": 1385,
|
| 1390 |
+
"참": 1386,
|
| 1391 |
+
"찹": 1387,
|
| 1392 |
+
"찻": 1388,
|
| 1393 |
+
"찼": 1389,
|
| 1394 |
+
"창": 1390,
|
| 1395 |
+
"찾": 1391,
|
| 1396 |
+
"채": 1392,
|
| 1397 |
+
"책": 1393,
|
| 1398 |
+
"챌": 1394,
|
| 1399 |
+
"챔": 1395,
|
| 1400 |
+
"챕": 1396,
|
| 1401 |
+
"챗": 1397,
|
| 1402 |
+
"챘": 1398,
|
| 1403 |
+
"챙": 1399,
|
| 1404 |
+
"챠": 1400,
|
| 1405 |
+
"챴": 1401,
|
| 1406 |
+
"처": 1402,
|
| 1407 |
+
"척": 1403,
|
| 1408 |
+
"천": 1404,
|
| 1409 |
+
"철": 1405,
|
| 1410 |
+
"첨": 1406,
|
| 1411 |
+
"첩": 1407,
|
| 1412 |
+
"첫": 1408,
|
| 1413 |
+
"청": 1409,
|
| 1414 |
+
"체": 1410,
|
| 1415 |
+
"첵": 1411,
|
| 1416 |
+
"첸": 1412,
|
| 1417 |
+
"첼": 1413,
|
| 1418 |
+
"쳅": 1414,
|
| 1419 |
+
"쳇": 1415,
|
| 1420 |
+
"쳐": 1416,
|
| 1421 |
+
"쳤": 1417,
|
| 1422 |
+
"쳬": 1418,
|
| 1423 |
+
"초": 1419,
|
| 1424 |
+
"촉": 1420,
|
| 1425 |
+
"촌": 1421,
|
| 1426 |
+
"촐": 1422,
|
| 1427 |
+
"촘": 1423,
|
| 1428 |
+
"촛": 1424,
|
| 1429 |
+
"총": 1425,
|
| 1430 |
+
"촤": 1426,
|
| 1431 |
+
"촥": 1427,
|
| 1432 |
+
"촬": 1428,
|
| 1433 |
+
"최": 1429,
|
| 1434 |
+
"쵸": 1430,
|
| 1435 |
+
"추": 1431,
|
| 1436 |
+
"축": 1432,
|
| 1437 |
+
"춘": 1433,
|
| 1438 |
+
"출": 1434,
|
| 1439 |
+
"춤": 1435,
|
| 1440 |
+
"춥": 1436,
|
| 1441 |
+
"춧": 1437,
|
| 1442 |
+
"충": 1438,
|
| 1443 |
+
"춰": 1439,
|
| 1444 |
+
"춱": 1440,
|
| 1445 |
+
"췄": 1441,
|
| 1446 |
+
"췌": 1442,
|
| 1447 |
+
"취": 1443,
|
| 1448 |
+
"췬": 1444,
|
| 1449 |
+
"츄": 1445,
|
| 1450 |
+
"츈": 1446,
|
| 1451 |
+
"츠": 1447,
|
| 1452 |
+
"측": 1448,
|
| 1453 |
+
"츰": 1449,
|
| 1454 |
+
"층": 1450,
|
| 1455 |
+
"치": 1451,
|
| 1456 |
+
"칙": 1452,
|
| 1457 |
+
"친": 1453,
|
| 1458 |
+
"칠": 1454,
|
| 1459 |
+
"칡": 1455,
|
| 1460 |
+
"침": 1456,
|
| 1461 |
+
"칩": 1457,
|
| 1462 |
+
"칫": 1458,
|
| 1463 |
+
"칭": 1459,
|
| 1464 |
+
"카": 1460,
|
| 1465 |
+
"칵": 1461,
|
| 1466 |
+
"칸": 1462,
|
| 1467 |
+
"칼": 1463,
|
| 1468 |
+
"캄": 1464,
|
| 1469 |
+
"캅": 1465,
|
| 1470 |
+
"캇": 1466,
|
| 1471 |
+
"캉": 1467,
|
| 1472 |
+
"캐": 1468,
|
| 1473 |
+
"캔": 1469,
|
| 1474 |
+
"캘": 1470,
|
| 1475 |
+
"캠": 1471,
|
| 1476 |
+
"캡": 1472,
|
| 1477 |
+
"캣": 1473,
|
| 1478 |
+
"캤": 1474,
|
| 1479 |
+
"캥": 1475,
|
| 1480 |
+
"캬": 1476,
|
| 1481 |
+
"커": 1477,
|
| 1482 |
+
"컥": 1478,
|
| 1483 |
+
"컨": 1479,
|
| 1484 |
+
"컬": 1480,
|
| 1485 |
+
"컴": 1481,
|
| 1486 |
+
"컵": 1482,
|
| 1487 |
+
"컷": 1483,
|
| 1488 |
+
"컸": 1484,
|
| 1489 |
+
"케": 1485,
|
| 1490 |
+
"켁": 1486,
|
| 1491 |
+
"켄": 1487,
|
| 1492 |
+
"켈": 1488,
|
| 1493 |
+
"켓": 1489,
|
| 1494 |
+
"켜": 1490,
|
| 1495 |
+
"켠": 1491,
|
| 1496 |
+
"켤": 1492,
|
| 1497 |
+
"켰": 1493,
|
| 1498 |
+
"코": 1494,
|
| 1499 |
+
"콕": 1495,
|
| 1500 |
+
"콘": 1496,
|
| 1501 |
+
"콜": 1497,
|
| 1502 |
+
"콤": 1498,
|
| 1503 |
+
"콥": 1499,
|
| 1504 |
+
"콧": 1500,
|
| 1505 |
+
"콩": 1501,
|
| 1506 |
+
"콱": 1502,
|
| 1507 |
+
"콸": 1503,
|
| 1508 |
+
"쾅": 1504,
|
| 1509 |
+
"쾌": 1505,
|
| 1510 |
+
"쾨": 1506,
|
| 1511 |
+
"쿄": 1507,
|
| 1512 |
+
"쿠": 1508,
|
| 1513 |
+
"쿡": 1509,
|
| 1514 |
+
"쿤": 1510,
|
| 1515 |
+
"쿨": 1511,
|
| 1516 |
+
"쿰": 1512,
|
| 1517 |
+
"쿱": 1513,
|
| 1518 |
+
"쿵": 1514,
|
| 1519 |
+
"쿼": 1515,
|
| 1520 |
+
"퀀": 1516,
|
| 1521 |
+
"퀄": 1517,
|
| 1522 |
+
"퀘": 1518,
|
| 1523 |
+
"퀭": 1519,
|
| 1524 |
+
"퀴": 1520,
|
| 1525 |
+
"퀵": 1521,
|
| 1526 |
+
"퀸": 1522,
|
| 1527 |
+
"퀼": 1523,
|
| 1528 |
+
"큐": 1524,
|
| 1529 |
+
"큘": 1525,
|
| 1530 |
+
"크": 1526,
|
| 1531 |
+
"큰": 1527,
|
| 1532 |
+
"클": 1528,
|
| 1533 |
+
"큼": 1529,
|
| 1534 |
+
"큽": 1530,
|
| 1535 |
+
"킁": 1531,
|
| 1536 |
+
"키": 1532,
|
| 1537 |
+
"킥": 1533,
|
| 1538 |
+
"킨": 1534,
|
| 1539 |
+
"킬": 1535,
|
| 1540 |
+
"킴": 1536,
|
| 1541 |
+
"킵": 1537,
|
| 1542 |
+
"킷": 1538,
|
| 1543 |
+
"킹": 1539,
|
| 1544 |
+
"타": 1540,
|
| 1545 |
+
"탁": 1541,
|
| 1546 |
+
"탄": 1542,
|
| 1547 |
+
"탈": 1543,
|
| 1548 |
+
"탐": 1544,
|
| 1549 |
+
"탑": 1545,
|
| 1550 |
+
"탓": 1546,
|
| 1551 |
+
"탔": 1547,
|
| 1552 |
+
"탕": 1548,
|
| 1553 |
+
"태": 1549,
|
| 1554 |
+
"택": 1550,
|
| 1555 |
+
"탠": 1551,
|
| 1556 |
+
"탤": 1552,
|
| 1557 |
+
"탬": 1553,
|
| 1558 |
+
"탭": 1554,
|
| 1559 |
+
"탯": 1555,
|
| 1560 |
+
"탰": 1556,
|
| 1561 |
+
"탱": 1557,
|
| 1562 |
+
"터": 1558,
|
| 1563 |
+
"턱": 1559,
|
| 1564 |
+
"턴": 1560,
|
| 1565 |
+
"털": 1561,
|
| 1566 |
+
"텀": 1562,
|
| 1567 |
+
"텁": 1563,
|
| 1568 |
+
"텃": 1564,
|
| 1569 |
+
"텅": 1565,
|
| 1570 |
+
"테": 1566,
|
| 1571 |
+
"텍": 1567,
|
| 1572 |
+
"텐": 1568,
|
| 1573 |
+
"텔": 1569,
|
| 1574 |
+
"템": 1570,
|
| 1575 |
+
"텝": 1571,
|
| 1576 |
+
"텟": 1572,
|
| 1577 |
+
"텡": 1573,
|
| 1578 |
+
"텨": 1574,
|
| 1579 |
+
"텼": 1575,
|
| 1580 |
+
"토": 1576,
|
| 1581 |
+
"톡": 1577,
|
| 1582 |
+
"톤": 1578,
|
| 1583 |
+
"톨": 1579,
|
| 1584 |
+
"톰": 1580,
|
| 1585 |
+
"톱": 1581,
|
| 1586 |
+
"톳": 1582,
|
| 1587 |
+
"통": 1583,
|
| 1588 |
+
"퇴": 1584,
|
| 1589 |
+
"투": 1585,
|
| 1590 |
+
"툭": 1586,
|
| 1591 |
+
"툰": 1587,
|
| 1592 |
+
"툴": 1588,
|
| 1593 |
+
"툼": 1589,
|
| 1594 |
+
"퉁": 1590,
|
| 1595 |
+
"튀": 1591,
|
| 1596 |
+
"튄": 1592,
|
| 1597 |
+
"튕": 1593,
|
| 1598 |
+
"튜": 1594,
|
| 1599 |
+
"튠": 1595,
|
| 1600 |
+
"튤": 1596,
|
| 1601 |
+
"튱": 1597,
|
| 1602 |
+
"트": 1598,
|
| 1603 |
+
"특": 1599,
|
| 1604 |
+
"튼": 1600,
|
| 1605 |
+
"튿": 1601,
|
| 1606 |
+
"틀": 1602,
|
| 1607 |
+
"틈": 1603,
|
| 1608 |
+
"틋": 1604,
|
| 1609 |
+
"틍": 1605,
|
| 1610 |
+
"티": 1606,
|
| 1611 |
+
"틱": 1607,
|
| 1612 |
+
"틴": 1608,
|
| 1613 |
+
"틸": 1609,
|
| 1614 |
+
"팀": 1610,
|
| 1615 |
+
"팁": 1611,
|
| 1616 |
+
"팅": 1612,
|
| 1617 |
+
"파": 1613,
|
| 1618 |
+
"팍": 1614,
|
| 1619 |
+
"팎": 1615,
|
| 1620 |
+
"판": 1616,
|
| 1621 |
+
"팔": 1617,
|
| 1622 |
+
"팜": 1618,
|
| 1623 |
+
"팝": 1619,
|
| 1624 |
+
"팟": 1620,
|
| 1625 |
+
"팠": 1621,
|
| 1626 |
+
"팡": 1622,
|
| 1627 |
+
"팥": 1623,
|
| 1628 |
+
"패": 1624,
|
| 1629 |
+
"팩": 1625,
|
| 1630 |
+
"팬": 1626,
|
| 1631 |
+
"팰": 1627,
|
| 1632 |
+
"팸": 1628,
|
| 1633 |
+
"팻": 1629,
|
| 1634 |
+
"팼": 1630,
|
| 1635 |
+
"팽": 1631,
|
| 1636 |
+
"퍼": 1632,
|
| 1637 |
+
"퍽": 1633,
|
| 1638 |
+
"펀": 1634,
|
| 1639 |
+
"펄": 1635,
|
| 1640 |
+
"펌": 1636,
|
| 1641 |
+
"펍": 1637,
|
| 1642 |
+
"펐": 1638,
|
| 1643 |
+
"펑": 1639,
|
| 1644 |
+
"페": 1640,
|
| 1645 |
+
"펙": 1641,
|
| 1646 |
+
"펜": 1642,
|
| 1647 |
+
"펠": 1643,
|
| 1648 |
+
"펩": 1644,
|
| 1649 |
+
"펫": 1645,
|
| 1650 |
+
"펭": 1646,
|
| 1651 |
+
"펴": 1647,
|
| 1652 |
+
"편": 1648,
|
| 1653 |
+
"펼": 1649,
|
| 1654 |
+
"폄": 1650,
|
| 1655 |
+
"폈": 1651,
|
| 1656 |
+
"평": 1652,
|
| 1657 |
+
"폐": 1653,
|
| 1658 |
+
"포": 1654,
|
| 1659 |
+
"폭": 1655,
|
| 1660 |
+
"폰": 1656,
|
| 1661 |
+
"폴": 1657,
|
| 1662 |
+
"폼": 1658,
|
| 1663 |
+
"폿": 1659,
|
| 1664 |
+
"퐁": 1660,
|
| 1665 |
+
"표": 1661,
|
| 1666 |
+
"푯": 1662,
|
| 1667 |
+
"푸": 1663,
|
| 1668 |
+
"푹": 1664,
|
| 1669 |
+
"푼": 1665,
|
| 1670 |
+
"풀": 1666,
|
| 1671 |
+
"품": 1667,
|
| 1672 |
+
"풋": 1668,
|
| 1673 |
+
"풍": 1669,
|
| 1674 |
+
"퓨": 1670,
|
| 1675 |
+
"퓰": 1671,
|
| 1676 |
+
"프": 1672,
|
| 1677 |
+
"픈": 1673,
|
| 1678 |
+
"플": 1674,
|
| 1679 |
+
"픔": 1675,
|
| 1680 |
+
"픕": 1676,
|
| 1681 |
+
"픗": 1677,
|
| 1682 |
+
"피": 1678,
|
| 1683 |
+
"픽": 1679,
|
| 1684 |
+
"핀": 1680,
|
| 1685 |
+
"필": 1681,
|
| 1686 |
+
"핌": 1682,
|
| 1687 |
+
"핍": 1683,
|
| 1688 |
+
"핏": 1684,
|
| 1689 |
+
"핑": 1685,
|
| 1690 |
+
"하": 1686,
|
| 1691 |
+
"학": 1687,
|
| 1692 |
+
"한": 1688,
|
| 1693 |
+
"할": 1689,
|
| 1694 |
+
"핡": 1690,
|
| 1695 |
+
"핥": 1691,
|
| 1696 |
+
"핧": 1692,
|
| 1697 |
+
"함": 1693,
|
| 1698 |
+
"합": 1694,
|
| 1699 |
+
"핫": 1695,
|
| 1700 |
+
"핬": 1696,
|
| 1701 |
+
"항": 1697,
|
| 1702 |
+
"해": 1698,
|
| 1703 |
+
"핵": 1699,
|
| 1704 |
+
"핸": 1700,
|
| 1705 |
+
"핼": 1701,
|
| 1706 |
+
"햄": 1702,
|
| 1707 |
+
"햅": 1703,
|
| 1708 |
+
"햇": 1704,
|
| 1709 |
+
"했": 1705,
|
| 1710 |
+
"행": 1706,
|
| 1711 |
+
"햍": 1707,
|
| 1712 |
+
"햐": 1708,
|
| 1713 |
+
"햝": 1709,
|
| 1714 |
+
"향": 1710,
|
| 1715 |
+
"헀": 1711,
|
| 1716 |
+
"허": 1712,
|
| 1717 |
+
"헉": 1713,
|
| 1718 |
+
"헌": 1714,
|
| 1719 |
+
"헐": 1715,
|
| 1720 |
+
"험": 1716,
|
| 1721 |
+
"헛": 1717,
|
| 1722 |
+
"헝": 1718,
|
| 1723 |
+
"헤": 1719,
|
| 1724 |
+
"헥": 1720,
|
| 1725 |
+
"헨": 1721,
|
| 1726 |
+
"헬": 1722,
|
| 1727 |
+
"헷": 1723,
|
| 1728 |
+
"헹": 1724,
|
| 1729 |
+
"혀": 1725,
|
| 1730 |
+
"혁": 1726,
|
| 1731 |
+
"현": 1727,
|
| 1732 |
+
"혈": 1728,
|
| 1733 |
+
"혐": 1729,
|
| 1734 |
+
"협": 1730,
|
| 1735 |
+
"혓": 1731,
|
| 1736 |
+
"혔": 1732,
|
| 1737 |
+
"형": 1733,
|
| 1738 |
+
"혜": 1734,
|
| 1739 |
+
"호": 1735,
|
| 1740 |
+
"혹": 1736,
|
| 1741 |
+
"혼": 1737,
|
| 1742 |
+
"홀": 1738,
|
| 1743 |
+
"홈": 1739,
|
| 1744 |
+
"홉": 1740,
|
| 1745 |
+
"홋": 1741,
|
| 1746 |
+
"홍": 1742,
|
| 1747 |
+
"홑": 1743,
|
| 1748 |
+
"화": 1744,
|
| 1749 |
+
"확": 1745,
|
| 1750 |
+
"환": 1746,
|
| 1751 |
+
"활": 1747,
|
| 1752 |
+
"홧": 1748,
|
| 1753 |
+
"황": 1749,
|
| 1754 |
+
"홰": 1750,
|
| 1755 |
+
"회": 1751,
|
| 1756 |
+
"획": 1752,
|
| 1757 |
+
"횔": 1753,
|
| 1758 |
+
"횟": 1754,
|
| 1759 |
+
"횡": 1755,
|
| 1760 |
+
"효": 1756,
|
| 1761 |
+
"후": 1757,
|
| 1762 |
+
"훅": 1758,
|
| 1763 |
+
"훈": 1759,
|
| 1764 |
+
"훌": 1760,
|
| 1765 |
+
"훑": 1761,
|
| 1766 |
+
"훔": 1762,
|
| 1767 |
+
"훗": 1763,
|
| 1768 |
+
"훙": 1764,
|
| 1769 |
+
"훡": 1765,
|
| 1770 |
+
"훨": 1766,
|
| 1771 |
+
"훼": 1767,
|
| 1772 |
+
"휘": 1768,
|
| 1773 |
+
"휙": 1769,
|
| 1774 |
+
"휠": 1770,
|
| 1775 |
+
"휩": 1771,
|
| 1776 |
+
"휴": 1772,
|
| 1777 |
+
"흉": 1773,
|
| 1778 |
+
"흐": 1774,
|
| 1779 |
+
"흑": 1775,
|
| 1780 |
+
"흔": 1776,
|
| 1781 |
+
"흘": 1777,
|
| 1782 |
+
"흙": 1778,
|
| 1783 |
+
"흠": 1779,
|
| 1784 |
+
"흡": 1780,
|
| 1785 |
+
"흣": 1781,
|
| 1786 |
+
"흥": 1782,
|
| 1787 |
+
"흩": 1783,
|
| 1788 |
+
"희": 1784,
|
| 1789 |
+
"흰": 1785,
|
| 1790 |
+
"히": 1786,
|
| 1791 |
+
"힌": 1787,
|
| 1792 |
+
"힐": 1788,
|
| 1793 |
+
"힘": 1789,
|
| 1794 |
+
"힙": 1790
|
| 1795 |
+
}
|