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Browse files- README.md +72 -0
- added_tokens.json +6 -0
- all_results.json +14 -0
- checkpoint-14000/added_tokens.json +6 -0
- checkpoint-14000/config.json +117 -0
- checkpoint-14000/optimizer.pt +3 -0
- checkpoint-14000/preprocessor_config.json +10 -0
- checkpoint-14000/pytorch_model.bin +3 -0
- checkpoint-14000/rng_state_0.pth +3 -0
- checkpoint-14000/rng_state_1.pth +3 -0
- checkpoint-14000/rng_state_2.pth +3 -0
- checkpoint-14000/rng_state_3.pth +3 -0
- checkpoint-14000/scheduler.pt +3 -0
- checkpoint-14000/special_tokens_map.json +10 -0
- checkpoint-14000/tokenizer_config.json +56 -0
- checkpoint-14000/trainer_state.json +502 -0
- checkpoint-14000/training_args.bin +3 -0
- checkpoint-14000/vocab.json +3078 -0
- checkpoint-4000/added_tokens.json +6 -0
- checkpoint-4000/config.json +117 -0
- checkpoint-4000/optimizer.pt +3 -0
- checkpoint-4000/preprocessor_config.json +10 -0
- checkpoint-4000/pytorch_model.bin +3 -0
- checkpoint-4000/rng_state_0.pth +3 -0
- checkpoint-4000/rng_state_1.pth +3 -0
- checkpoint-4000/rng_state_2.pth +3 -0
- checkpoint-4000/rng_state_3.pth +3 -0
- checkpoint-4000/scheduler.pt +3 -0
- checkpoint-4000/special_tokens_map.json +10 -0
- checkpoint-4000/tokenizer_config.json +56 -0
- checkpoint-4000/trainer_state.json +157 -0
- checkpoint-4000/training_args.bin +3 -0
- checkpoint-4000/vocab.json +3078 -0
- config.json +117 -0
- eval_results.json +9 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +10 -0
- tokenizer_config.json +56 -0
- train_results.json +8 -0
- trainer_state.json +511 -0
- training_args.bin +3 -0
- vocab.json +3078 -0
README.md
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---
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license: apache-2.0
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base_model: facebook/wav2vec2-large-xlsr-53
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tags:
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- automatic-speech-recognition
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- ./sample_speech.py
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- generated_from_trainer
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model-index:
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- name: zh-xlsr3
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# zh-xlsr3
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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.
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It achieves the following results on the evaluation set:
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- Loss: 1.9402
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- Cer: 0.4156
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 100
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|
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| 2.9893 | 6.08 | 2000 | 2.4704 | 0.5279 |
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| 1.9656 | 12.16 | 4000 | 1.9401 | 0.4185 |
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| 1.4552 | 18.24 | 6000 | 1.9569 | 0.4053 |
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| 1.1015 | 24.32 | 8000 | 2.1087 | 0.3982 |
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| 0.8761 | 30.4 | 10000 | 2.2972 | 0.4272 |
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| 0.6962 | 36.47 | 12000 | 2.4389 | 0.4153 |
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| 0.5562 | 42.55 | 14000 | 2.5137 | 0.4164 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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added_tokens.json
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{
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"</s>": 3077,
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"<s>": 3076,
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"[PAD]": 3075,
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"[UNK]": 3074
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}
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all_results.json
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{
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"epoch": 42.55,
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"eval_cer": 0.4156092116085066,
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"eval_loss": 1.9402390718460083,
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"eval_runtime": 143.6476,
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"eval_samples": 2662,
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"eval_samples_per_second": 18.531,
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"eval_steps_per_second": 1.163,
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"train_loss": 2.5468389271327427,
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"train_runtime": 18840.9122,
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"train_samples": 21048,
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"train_samples_per_second": 111.714,
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"train_steps_per_second": 1.746
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}
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checkpoint-14000/added_tokens.json
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{
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"</s>": 3077,
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"<s>": 3076,
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"[PAD]": 3075,
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"[UNK]": 3074
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}
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checkpoint-14000/config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.05,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": true,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "mean",
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| 46 |
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"ctc_zero_infinity": false,
|
| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
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"do_stable_layer_norm": true,
|
| 49 |
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"eos_token_id": 2,
|
| 50 |
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"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
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| 52 |
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"feat_extract_norm": "layer",
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| 53 |
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"feat_proj_dropout": 0.05,
|
| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
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"hidden_dropout": 0.05,
|
| 59 |
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"hidden_size": 1024,
|
| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
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"layer_norm_eps": 1e-05,
|
| 63 |
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"layerdrop": 0.05,
|
| 64 |
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"mask_channel_length": 10,
|
| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
|
| 67 |
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"mask_channel_prob": 0.0,
|
| 68 |
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"mask_channel_selection": "static",
|
| 69 |
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"mask_feature_length": 10,
|
| 70 |
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"mask_feature_min_masks": 0,
|
| 71 |
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"mask_feature_prob": 0.0,
|
| 72 |
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"mask_time_length": 10,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
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"mask_time_other": 0.0,
|
| 76 |
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"mask_time_prob": 0.05,
|
| 77 |
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"mask_time_selection": "static",
|
| 78 |
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"model_type": "wav2vec2",
|
| 79 |
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"num_adapter_layers": 3,
|
| 80 |
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"num_attention_heads": 16,
|
| 81 |
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"num_codevector_groups": 2,
|
| 82 |
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"num_codevectors_per_group": 320,
|
| 83 |
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"num_conv_pos_embedding_groups": 16,
|
| 84 |
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"num_conv_pos_embeddings": 128,
|
| 85 |
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"num_feat_extract_layers": 7,
|
| 86 |
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"num_hidden_layers": 24,
|
| 87 |
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"num_negatives": 100,
|
| 88 |
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"output_hidden_size": 1024,
|
| 89 |
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"pad_token_id": 3075,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
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"tdnn_dilation": [
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| 92 |
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1,
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| 93 |
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2,
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| 94 |
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3,
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| 95 |
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1,
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| 96 |
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1
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| 97 |
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],
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| 98 |
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"tdnn_dim": [
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512,
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| 100 |
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512,
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| 101 |
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512,
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| 102 |
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512,
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| 103 |
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| 104 |
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],
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| 105 |
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"tdnn_kernel": [
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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],
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| 112 |
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"torch_dtype": "float32",
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| 113 |
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"transformers_version": "4.34.0",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 3078,
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| 116 |
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"xvector_output_dim": 512
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| 117 |
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}
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checkpoint-14000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:27f910e583d58d0af3692fcd4872aea4f4702444daf98019102705fe58545ae5
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size 2515399350
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checkpoint-14000/preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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| 8 |
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-14000/pytorch_model.bin
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oid sha256:64f48c684178ba2d312326c468b50636d4c27a765c3d82cca6f7fa19ebe09c41
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size 1274522154
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checkpoint-14000/rng_state_0.pth
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oid sha256:d127576c8071b2c5fd3ee8482cc8ba22e80624b07c4203e9380e6805ac812ce3
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size 15024
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checkpoint-14000/rng_state_1.pth
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checkpoint-14000/rng_state_2.pth
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checkpoint-14000/rng_state_3.pth
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-14000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1064
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checkpoint-14000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,10 @@
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|
| 1 |
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{
|
| 2 |
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"additional_special_tokens": [
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| 3 |
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| 4 |
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| 5 |
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| 7 |
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|
| 8 |
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"pad_token": "[PAD]",
|
| 9 |
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"unk_token": "[UNK]"
|
| 10 |
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}
|
checkpoint-14000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
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| 1 |
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|
| 3 |
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| 4 |
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|
| 6 |
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| 7 |
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| 8 |
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|
| 9 |
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|
| 10 |
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| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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"additional_special_tokens": [
|
| 37 |
+
"<s>",
|
| 38 |
+
"</s>"
|
| 39 |
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|
| 40 |
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"bos_token": "<s>",
|
| 41 |
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| 42 |
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|
| 43 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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|
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|
| 56 |
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checkpoint-14000/trainer_state.json
ADDED
|
@@ -0,0 +1,502 @@
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| 470 |
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| 471 |
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"step": 13600
|
| 472 |
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|
| 473 |
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{
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| 474 |
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|
| 475 |
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| 476 |
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| 477 |
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|
| 478 |
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| 479 |
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{
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| 480 |
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|
| 481 |
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|
| 482 |
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"loss": 0.5562,
|
| 483 |
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"step": 14000
|
| 484 |
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| 485 |
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{
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| 486 |
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| 487 |
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| 488 |
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|
| 491 |
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|
| 492 |
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"step": 14000
|
| 493 |
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}
|
| 494 |
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|
| 495 |
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"logging_steps": 200,
|
| 496 |
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"max_steps": 32900,
|
| 497 |
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"num_train_epochs": 100,
|
| 498 |
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"save_steps": 2000,
|
| 499 |
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|
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|
| 501 |
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"trial_params": null
|
| 502 |
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}
|
checkpoint-14000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:02b221452fd6a23d429015d7a75abc2076d64e67e72e7a1f675a5f830c63f833
|
| 3 |
+
size 4472
|
checkpoint-14000/vocab.json
ADDED
|
@@ -0,0 +1,3078 @@
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| 1 |
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{
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| 2 |
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"0": 1,
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| 3 |
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"1": 2,
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| 4 |
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"2": 3,
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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|
| 10 |
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"8": 9,
|
| 11 |
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"9": 10,
|
| 12 |
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"[PAD]": 3075,
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| 13 |
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"[UNK]": 3074,
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| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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|
| 32 |
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| 33 |
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"t": 30,
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| 34 |
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"u": 31,
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| 35 |
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| 36 |
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| 37 |
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"x": 34,
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| 38 |
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| 39 |
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| 40 |
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"|": 0,
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| 1825 |
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| 1826 |
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| 1827 |
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| 1832 |
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| 1833 |
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| 1834 |
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| 1835 |
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|
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|
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|
| 1869 |
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|
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|
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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|
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| 1877 |
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| 1878 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1923 |
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|
| 1924 |
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|
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|
| 1926 |
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|
| 1927 |
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|
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|
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|
| 1930 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1939 |
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|
| 1940 |
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|
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|
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|
| 1943 |
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|
| 1944 |
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|
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|
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|
| 1947 |
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"相": 1943,
|
| 1948 |
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|
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|
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|
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|
| 1952 |
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"看": 1948,
|
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"真": 1949,
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
| 1967 |
+
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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"瞬": 1967,
|
| 1972 |
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"矛": 1968,
|
| 1973 |
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"知": 1969,
|
| 1974 |
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|
| 1975 |
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"短": 1971,
|
| 1976 |
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"矮": 1972,
|
| 1977 |
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"石": 1973,
|
| 1978 |
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"矿": 1974,
|
| 1979 |
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"码": 1975,
|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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"砖": 1979,
|
| 1984 |
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"破": 1980,
|
| 1985 |
+
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|
| 1986 |
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"础": 1982,
|
| 1987 |
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"硅": 1983,
|
| 1988 |
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"硕": 1984,
|
| 1989 |
+
"硬": 1985,
|
| 1990 |
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"确": 1986,
|
| 1991 |
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"碌": 1987,
|
| 1992 |
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"碍": 1988,
|
| 1993 |
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"碎": 1989,
|
| 1994 |
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"��": 1990,
|
| 1995 |
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"碗": 1991,
|
| 1996 |
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"碟": 1992,
|
| 1997 |
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"碰": 1993,
|
| 1998 |
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"碳": 1994,
|
| 1999 |
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"確": 1995,
|
| 2000 |
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"碾": 1996,
|
| 2001 |
+
"磁": 1997,
|
| 2002 |
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"磕": 1998,
|
| 2003 |
+
"磨": 1999,
|
| 2004 |
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"示": 2000,
|
| 2005 |
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"礼": 2001,
|
| 2006 |
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"社": 2002,
|
| 2007 |
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"祈": 2003,
|
| 2008 |
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"祖": 2004,
|
| 2009 |
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"祝": 2005,
|
| 2010 |
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"神": 2006,
|
| 2011 |
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"票": 2007,
|
| 2012 |
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"祭": 2008,
|
| 2013 |
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"祷": 2009,
|
| 2014 |
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"祸": 2010,
|
| 2015 |
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"祺": 2011,
|
| 2016 |
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|
| 2017 |
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"福": 2013,
|
| 2018 |
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"禦": 2014,
|
| 2019 |
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"禧": 2015,
|
| 2020 |
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"离": 2016,
|
| 2021 |
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"秀": 2017,
|
| 2022 |
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|
| 2023 |
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"秋": 2019,
|
| 2024 |
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"种": 2020,
|
| 2025 |
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"科": 2021,
|
| 2026 |
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|
| 2027 |
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|
| 2028 |
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|
| 2029 |
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|
| 2030 |
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"秦": 2026,
|
| 2031 |
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"积": 2027,
|
| 2032 |
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|
| 2033 |
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"移": 2029,
|
| 2034 |
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|
| 2035 |
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|
| 2036 |
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|
| 2037 |
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|
| 2038 |
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|
| 2039 |
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|
| 2040 |
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|
| 2041 |
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|
| 2042 |
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|
| 2043 |
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|
| 2044 |
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| 2045 |
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| 2046 |
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| 2047 |
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| 2048 |
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| 2056 |
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| 2057 |
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| 2058 |
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| 2059 |
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| 2063 |
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|
| 2064 |
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|
| 2065 |
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|
| 2066 |
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|
| 2067 |
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| 2068 |
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| 2069 |
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| 2070 |
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| 2071 |
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| 2072 |
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| 2073 |
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| 2074 |
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| 2075 |
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| 2076 |
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| 2077 |
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| 2078 |
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| 2079 |
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| 2080 |
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| 2081 |
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| 2082 |
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| 2083 |
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| 2084 |
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|
| 2085 |
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| 2086 |
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| 2087 |
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| 2088 |
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| 2089 |
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| 2090 |
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| 2091 |
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| 2092 |
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|
| 2093 |
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| 2094 |
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|
| 2095 |
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|
| 2096 |
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|
| 2097 |
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|
| 2098 |
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|
| 2099 |
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|
| 2100 |
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|
| 2101 |
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|
| 2102 |
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|
| 2103 |
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|
| 2104 |
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|
| 2105 |
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|
| 2106 |
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|
| 2107 |
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|
| 2108 |
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|
| 2109 |
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|
| 2110 |
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|
| 2111 |
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|
| 2112 |
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|
| 2113 |
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|
| 2114 |
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|
| 2115 |
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|
| 2116 |
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|
| 2117 |
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|
| 2118 |
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|
| 2119 |
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|
| 2120 |
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|
| 2121 |
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|
| 2122 |
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|
| 2123 |
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|
| 2124 |
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|
| 2125 |
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|
| 2126 |
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|
| 2127 |
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|
| 2128 |
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|
| 2129 |
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|
| 2130 |
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|
| 2131 |
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|
| 2132 |
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|
| 2133 |
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|
| 2134 |
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|
| 2135 |
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|
| 2136 |
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|
| 2137 |
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|
| 2138 |
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|
| 2139 |
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|
| 2140 |
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|
| 2141 |
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|
| 2142 |
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|
| 2143 |
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|
| 2144 |
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|
| 2145 |
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|
| 2146 |
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| 2147 |
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| 2148 |
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| 2149 |
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| 2150 |
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| 2151 |
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| 2152 |
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| 2153 |
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|
| 2154 |
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| 2155 |
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| 2156 |
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|
| 2157 |
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|
| 2158 |
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|
| 2159 |
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|
| 2160 |
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|
| 2161 |
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|
| 2162 |
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|
| 2163 |
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|
| 2164 |
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| 2165 |
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|
| 2166 |
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|
| 2167 |
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|
| 2168 |
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| 2169 |
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| 2170 |
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| 2171 |
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|
| 2172 |
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|
| 2173 |
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|
| 2174 |
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|
| 2175 |
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|
| 2176 |
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|
| 2177 |
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|
| 2178 |
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|
| 2179 |
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|
| 2180 |
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|
| 2181 |
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|
| 2182 |
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|
| 2183 |
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|
| 2184 |
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|
| 2185 |
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|
| 2186 |
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|
| 2187 |
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|
| 2188 |
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|
| 2189 |
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|
| 2190 |
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|
| 2191 |
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|
| 2192 |
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|
| 2193 |
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|
| 2194 |
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|
| 2195 |
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|
| 2196 |
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|
| 2197 |
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|
| 2198 |
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|
| 2199 |
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|
| 2200 |
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|
| 2201 |
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|
| 2202 |
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|
| 2203 |
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|
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|
| 2205 |
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|
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|
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|
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|
| 2209 |
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|
| 2210 |
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|
| 2211 |
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|
| 2212 |
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|
| 2213 |
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| 2214 |
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|
| 2215 |
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|
| 2216 |
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|
| 2217 |
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|
| 2218 |
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|
| 2219 |
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|
| 2220 |
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|
| 2221 |
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|
| 2222 |
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"馨": 2991,
|
| 2996 |
+
"馬": 2992,
|
| 2997 |
+
"騎": 2993,
|
| 2998 |
+
"马": 2994,
|
| 2999 |
+
"驭": 2995,
|
| 3000 |
+
"驱": 2996,
|
| 3001 |
+
"驴": 2997,
|
| 3002 |
+
"驶": 2998,
|
| 3003 |
+
"驹": 2999,
|
| 3004 |
+
"驼": 3000,
|
| 3005 |
+
"驾": 3001,
|
| 3006 |
+
"骂": 3002,
|
| 3007 |
+
"验": 3003,
|
| 3008 |
+
"骑": 3004,
|
| 3009 |
+
"骗": 3005,
|
| 3010 |
+
"骚": 3006,
|
| 3011 |
+
"骤": 3007,
|
| 3012 |
+
"骨": 3008,
|
| 3013 |
+
"髒": 3009,
|
| 3014 |
+
"體": 3010,
|
| 3015 |
+
"高": 3011,
|
| 3016 |
+
"髮": 3012,
|
| 3017 |
+
"鬆": 3013,
|
| 3018 |
+
"鬥": 3014,
|
| 3019 |
+
"鬧": 3015,
|
| 3020 |
+
"鬼": 3016,
|
| 3021 |
+
"魂": 3017,
|
| 3022 |
+
"魄": 3018,
|
| 3023 |
+
"魅": 3019,
|
| 3024 |
+
"魏": 3020,
|
| 3025 |
+
"魔": 3021,
|
| 3026 |
+
"鱼": 3022,
|
| 3027 |
+
"鲁": 3023,
|
| 3028 |
+
"鲜": 3024,
|
| 3029 |
+
"鲨": 3025,
|
| 3030 |
+
"鵝": 3026,
|
| 3031 |
+
"鸟": 3027,
|
| 3032 |
+
"鸡": 3028,
|
| 3033 |
+
"鸣": 3029,
|
| 3034 |
+
"鸦": 3030,
|
| 3035 |
+
"鸭": 3031,
|
| 3036 |
+
"鸯": 3032,
|
| 3037 |
+
"鸳": 3033,
|
| 3038 |
+
"鸽": 3034,
|
| 3039 |
+
"鸿": 3035,
|
| 3040 |
+
"鹅": 3036,
|
| 3041 |
+
"鹰": 3037,
|
| 3042 |
+
"鹽": 3038,
|
| 3043 |
+
"鹿": 3039,
|
| 3044 |
+
"麒": 3040,
|
| 3045 |
+
"麟": 3041,
|
| 3046 |
+
"麦": 3042,
|
| 3047 |
+
"麻": 3043,
|
| 3048 |
+
"麼": 3044,
|
| 3049 |
+
"黃": 3045,
|
| 3050 |
+
"黄": 3046,
|
| 3051 |
+
"黎": 3047,
|
| 3052 |
+
"黏": 3048,
|
| 3053 |
+
"黑": 3049,
|
| 3054 |
+
"默": 3050,
|
| 3055 |
+
"黛": 3051,
|
| 3056 |
+
"點": 3052,
|
| 3057 |
+
"黯": 3053,
|
| 3058 |
+
"鼎": 3054,
|
| 3059 |
+
"鼓": 3055,
|
| 3060 |
+
"鼠": 3056,
|
| 3061 |
+
"鼻": 3057,
|
| 3062 |
+
"齁": 3058,
|
| 3063 |
+
"齐": 3059,
|
| 3064 |
+
"齿": 3060,
|
| 3065 |
+
"龄": 3061,
|
| 3066 |
+
"龙": 3062,
|
| 3067 |
+
"龟": 3063,
|
| 3068 |
+
"！": 3064,
|
| 3069 |
+
"（": 3065,
|
| 3070 |
+
"）": 3066,
|
| 3071 |
+
"，": 3067,
|
| 3072 |
+
"３": 3068,
|
| 3073 |
+
"６": 3069,
|
| 3074 |
+
"９": 3070,
|
| 3075 |
+
"：": 3071,
|
| 3076 |
+
"？": 3072,
|
| 3077 |
+
"～": 3073
|
| 3078 |
+
}
|
checkpoint-4000/added_tokens.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 3077,
|
| 3 |
+
"<s>": 3076,
|
| 4 |
+
"[PAD]": 3075,
|
| 5 |
+
"[UNK]": 3074
|
| 6 |
+
}
|
checkpoint-4000/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": 0.05,
|
| 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": 3075,
|
| 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": "4.34.0",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 3078,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
checkpoint-4000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6965c9e2174ac91dbfe5da2747e002f9294179cc0f8008130e7955ea4d5fff1b
|
| 3 |
+
size 2515399350
|
checkpoint-4000/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-4000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ef73309f79c8d1ea8bc8f39ae05e04ba202ba824a676acb5ba88e6045422b2ea
|
| 3 |
+
size 1274522154
|
checkpoint-4000/rng_state_0.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:63d3128f96579693193373f0b2291b1a11f4ebb51f1a4a85a105a91f42f3f5b0
|
| 3 |
+
size 15024
|
checkpoint-4000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:61d2033ab499513b8d12e07feede0c388f2799db3453a89537e4dc302df98bd1
|
| 3 |
+
size 14960
|
checkpoint-4000/rng_state_2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5e74bfa52f3730469958b9a120875c07a0c047631911942bd41fc60b415741c4
|
| 3 |
+
size 15024
|
checkpoint-4000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d3cd650f4db22a6cee0c3826139e929b0174527b8bc743bd06669c47ff714978
|
| 3 |
+
size 15024
|
checkpoint-4000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78dddf1ebbb885ebbaf4d469de8b98ecf902f750912733157cab93ed7f736adb
|
| 3 |
+
size 1064
|
checkpoint-4000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<s>",
|
| 4 |
+
"</s>"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": "<s>",
|
| 7 |
+
"eos_token": "</s>",
|
| 8 |
+
"pad_token": "[PAD]",
|
| 9 |
+
"unk_token": "[UNK]"
|
| 10 |
+
}
|
checkpoint-4000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"3074": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"3075": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"3076": {
|
| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 26 |
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| 28 |
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checkpoint-4000/training_args.bin
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| 1831 |
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| 1832 |
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| 1833 |
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| 1834 |
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| 1835 |
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| 1836 |
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| 1837 |
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| 1838 |
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| 1839 |
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| 1841 |
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| 1842 |
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| 1843 |
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| 1845 |
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| 1846 |
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| 1847 |
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| 1848 |
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| 1853 |
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| 1855 |
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| 1856 |
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| 1857 |
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| 1858 |
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| 1859 |
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| 1863 |
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| 1865 |
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| 1866 |
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| 1867 |
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| 1868 |
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|
| 1869 |
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| 1870 |
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|
| 1871 |
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| 1872 |
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| 1873 |
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|
| 1874 |
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| 1875 |
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| 1877 |
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|
| 1878 |
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|
| 1879 |
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| 1880 |
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| 1882 |
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| 1883 |
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| 1915 |
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|
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|
| 1917 |
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|
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|
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|
| 1920 |
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|
| 1921 |
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|
| 1922 |
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|
| 1923 |
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|
| 1924 |
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|
| 1925 |
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|
| 1926 |
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|
| 1927 |
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|
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|
| 1929 |
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|
| 1930 |
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|
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| 1932 |
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|
| 1933 |
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|
| 1934 |
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|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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|
| 1941 |
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|
| 1942 |
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|
| 1943 |
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|
| 1944 |
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|
| 1945 |
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"盲": 1941,
|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
| 1949 |
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|
| 1950 |
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|
| 1951 |
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"眉": 1947,
|
| 1952 |
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"看": 1948,
|
| 1953 |
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|
| 1954 |
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|
| 1955 |
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|
| 1956 |
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|
| 1957 |
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"眸": 1953,
|
| 1958 |
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|
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|
| 1960 |
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"睁": 1956,
|
| 1961 |
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"睛": 1957,
|
| 1962 |
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"睡": 1958,
|
| 1963 |
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"督": 1959,
|
| 1964 |
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"睫": 1960,
|
| 1965 |
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"睿": 1961,
|
| 1966 |
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|
| 1967 |
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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|
| 1972 |
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"矛": 1968,
|
| 1973 |
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"知": 1969,
|
| 1974 |
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"矩": 1970,
|
| 1975 |
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"短": 1971,
|
| 1976 |
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"矮": 1972,
|
| 1977 |
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"石": 1973,
|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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|
| 1994 |
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|
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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|
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|
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|
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|
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|
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|
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|
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| 2264 |
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| 2265 |
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| 2267 |
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| 2269 |
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| 2300 |
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| 2315 |
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| 2320 |
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| 2325 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 3053 |
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|
| 3054 |
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|
| 3055 |
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|
| 3056 |
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|
| 3057 |
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|
| 3058 |
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|
| 3059 |
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|
| 3060 |
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|
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|
| 3062 |
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|
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|
| 3064 |
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|
| 3065 |
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|
| 3066 |
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|
| 3067 |
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|
| 3068 |
+
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|
| 3069 |
+
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|
| 3070 |
+
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|
| 3071 |
+
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|
| 3072 |
+
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|
| 3073 |
+
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|
| 3074 |
+
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|
| 3075 |
+
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|
| 3076 |
+
"？": 3072,
|
| 3077 |
+
"～": 3073
|
| 3078 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
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|
|
|
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|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": 0.05,
|
| 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 |
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"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
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|
| 48 |
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"do_stable_layer_norm": true,
|
| 49 |
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"eos_token_id": 2,
|
| 50 |
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"feat_extract_activation": "gelu",
|
| 51 |
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"feat_extract_dropout": 0.0,
|
| 52 |
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"feat_extract_norm": "layer",
|
| 53 |
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"feat_proj_dropout": 0.05,
|
| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
|
| 56 |
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"gradient_checkpointing": false,
|
| 57 |
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"hidden_act": "gelu",
|
| 58 |
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"hidden_dropout": 0.05,
|
| 59 |
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"hidden_size": 1024,
|
| 60 |
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"initializer_range": 0.02,
|
| 61 |
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"intermediate_size": 4096,
|
| 62 |
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"layer_norm_eps": 1e-05,
|
| 63 |
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"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
|
| 67 |
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"mask_channel_prob": 0.0,
|
| 68 |
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| 69 |
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"mask_feature_length": 10,
|
| 70 |
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|
| 71 |
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"mask_feature_prob": 0.0,
|
| 72 |
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"mask_time_length": 10,
|
| 73 |
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"mask_time_min_masks": 2,
|
| 74 |
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"mask_time_min_space": 1,
|
| 75 |
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"mask_time_other": 0.0,
|
| 76 |
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"mask_time_prob": 0.05,
|
| 77 |
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"mask_time_selection": "static",
|
| 78 |
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"model_type": "wav2vec2",
|
| 79 |
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"num_adapter_layers": 3,
|
| 80 |
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"num_attention_heads": 16,
|
| 81 |
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"num_codevector_groups": 2,
|
| 82 |
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"num_codevectors_per_group": 320,
|
| 83 |
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"num_conv_pos_embedding_groups": 16,
|
| 84 |
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"num_conv_pos_embeddings": 128,
|
| 85 |
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"num_feat_extract_layers": 7,
|
| 86 |
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"num_hidden_layers": 24,
|
| 87 |
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"num_negatives": 100,
|
| 88 |
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"output_hidden_size": 1024,
|
| 89 |
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"pad_token_id": 3075,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
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"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 |
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"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.0",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 3078,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
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|
|
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 42.55,
|
| 3 |
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"eval_cer": 0.4156092116085066,
|
| 4 |
+
"eval_loss": 1.9402390718460083,
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| 5 |
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"eval_runtime": 143.6476,
|
| 6 |
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"eval_samples": 2662,
|
| 7 |
+
"eval_samples_per_second": 18.531,
|
| 8 |
+
"eval_steps_per_second": 1.163
|
| 9 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
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"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ef73309f79c8d1ea8bc8f39ae05e04ba202ba824a676acb5ba88e6045422b2ea
|
| 3 |
+
size 1274522154
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<s>",
|
| 4 |
+
"</s>"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": "<s>",
|
| 7 |
+
"eos_token": "</s>",
|
| 8 |
+
"pad_token": "[PAD]",
|
| 9 |
+
"unk_token": "[UNK]"
|
| 10 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"3074": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"3075": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"3076": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3077": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"additional_special_tokens": [
|
| 37 |
+
"<s>",
|
| 38 |
+
"</s>"
|
| 39 |
+
],
|
| 40 |
+
"bos_token": "<s>",
|
| 41 |
+
"clean_up_tokenization_spaces": true,
|
| 42 |
+
"config": null,
|
| 43 |
+
"do_lower_case": false,
|
| 44 |
+
"eos_token": "</s>",
|
| 45 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 46 |
+
"pad_token": "[PAD]",
|
| 47 |
+
"processor_class": "Wav2Vec2Processor",
|
| 48 |
+
"replace_word_delimiter_char": " ",
|
| 49 |
+
"target_lang": null,
|
| 50 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 51 |
+
"tokenizer_file": null,
|
| 52 |
+
"tokenizer_type": "wav2vec2",
|
| 53 |
+
"trust_remote_code": false,
|
| 54 |
+
"unk_token": "[UNK]",
|
| 55 |
+
"word_delimiter_token": "|"
|
| 56 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 42.55,
|
| 3 |
+
"train_loss": 2.5468389271327427,
|
| 4 |
+
"train_runtime": 18840.9122,
|
| 5 |
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"train_samples": 21048,
|
| 6 |
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"train_samples_per_second": 111.714,
|
| 7 |
+
"train_steps_per_second": 1.746
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,511 @@
|
|
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|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"0": 1,
|
| 3 |
+
"1": 2,
|
| 4 |
+
"2": 3,
|
| 5 |
+
"3": 4,
|
| 6 |
+
"4": 5,
|
| 7 |
+
"5": 6,
|
| 8 |
+
"6": 7,
|
| 9 |
+
"7": 8,
|
| 10 |
+
"8": 9,
|
| 11 |
+
"9": 10,
|
| 12 |
+
"[PAD]": 3075,
|
| 13 |
+
"[UNK]": 3074,
|
| 14 |
+
"a": 11,
|
| 15 |
+
"b": 12,
|
| 16 |
+
"c": 13,
|
| 17 |
+
"d": 14,
|
| 18 |
+
"e": 15,
|
| 19 |
+
"f": 16,
|
| 20 |
+
"g": 17,
|
| 21 |
+
"h": 18,
|
| 22 |
+
"i": 19,
|
| 23 |
+
"j": 20,
|
| 24 |
+
"k": 21,
|
| 25 |
+
"l": 22,
|
| 26 |
+
"m": 23,
|
| 27 |
+
"n": 24,
|
| 28 |
+
"o": 25,
|
| 29 |
+
"p": 26,
|
| 30 |
+
"q": 27,
|
| 31 |
+
"r": 28,
|
| 32 |
+
"s": 29,
|
| 33 |
+
"t": 30,
|
| 34 |
+
"u": 31,
|
| 35 |
+
"v": 32,
|
| 36 |
+
"w": 33,
|
| 37 |
+
"x": 34,
|
| 38 |
+
"y": 35,
|
| 39 |
+
"z": 36,
|
| 40 |
+
"|": 0,
|
| 41 |
+
"’": 37,
|
| 42 |
+
"一": 38,
|
| 43 |
+
"丁": 39,
|
| 44 |
+
"七": 40,
|
| 45 |
+
"万": 41,
|
| 46 |
+
"丈": 42,
|
| 47 |
+
"三": 43,
|
| 48 |
+
"上": 44,
|
| 49 |
+
"下": 45,
|
| 50 |
+
"不": 46,
|
| 51 |
+
"与": 47,
|
| 52 |
+
"丐": 48,
|
| 53 |
+
"丑": 49,
|
| 54 |
+
"专": 50,
|
| 55 |
+
"且": 51,
|
| 56 |
+
"世": 52,
|
| 57 |
+
"丘": 53,
|
| 58 |
+
"业": 54,
|
| 59 |
+
"丛": 55,
|
| 60 |
+
"东": 56,
|
| 61 |
+
"丝": 57,
|
| 62 |
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"丟": 58,
|
| 63 |
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"丢": 59,
|
| 64 |
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"两": 60,
|
| 65 |
+
"严": 61,
|
| 66 |
+
"丧": 62,
|
| 67 |
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"个": 63,
|
| 68 |
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"中": 64,
|
| 69 |
+
"丰": 65,
|
| 70 |
+
"串": 66,
|
| 71 |
+
"临": 67,
|
| 72 |
+
"丸": 68,
|
| 73 |
+
"为": 69,
|
| 74 |
+
"主": 70,
|
| 75 |
+
"丽": 71,
|
| 76 |
+
"举": 72,
|
| 77 |
+
"久": 73,
|
| 78 |
+
"么": 74,
|
| 79 |
+
"义": 75,
|
| 80 |
+
"之": 76,
|
| 81 |
+
"乌": 77,
|
| 82 |
+
"乍": 78,
|
| 83 |
+
"乎": 79,
|
| 84 |
+
"乏": 80,
|
| 85 |
+
"乐": 81,
|
| 86 |
+
"乒": 82,
|
| 87 |
+
"乓": 83,
|
| 88 |
+
"乔": 84,
|
| 89 |
+
"乖": 85,
|
| 90 |
+
"乘": 86,
|
| 91 |
+
"乙": 87,
|
| 92 |
+
"九": 88,
|
| 93 |
+
"乞": 89,
|
| 94 |
+
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| 1875 |
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|
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|
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| 1930 |
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|
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| 1940 |
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|
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|
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|
| 1962 |
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
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|
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|
| 1968 |
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|
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|
| 1970 |
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|
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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
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|
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|
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|
| 1978 |
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|
| 1979 |
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|
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|
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|
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| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
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|
| 1987 |
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|
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|
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|
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|
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|
| 1992 |
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|
| 1993 |
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"碎": 1989,
|
| 1994 |
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"��": 1990,
|
| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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"碾": 1996,
|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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"示": 2000,
|
| 2005 |
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"礼": 2001,
|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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|
| 2011 |
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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|
| 2024 |
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|
| 2025 |
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|
| 2026 |
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| 2036 |
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