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Browse files- README.md +81 -0
- added_tokens.json +4 -0
- all_results.json +20 -0
- checkpoint-11000/added_tokens.json +4 -0
- checkpoint-11000/config.json +117 -0
- checkpoint-11000/optimizer.pt +3 -0
- checkpoint-11000/preprocessor_config.json +10 -0
- checkpoint-11000/pytorch_model.bin +3 -0
- checkpoint-11000/rng_state_0.pth +3 -0
- checkpoint-11000/rng_state_1.pth +3 -0
- checkpoint-11000/rng_state_2.pth +3 -0
- checkpoint-11000/rng_state_3.pth +3 -0
- checkpoint-11000/scheduler.pt +3 -0
- checkpoint-11000/special_tokens_map.json +30 -0
- checkpoint-11000/tokenizer_config.json +51 -0
- checkpoint-11000/trainer_state.json +316 -0
- checkpoint-11000/training_args.bin +3 -0
- checkpoint-11000/vocab.json +2306 -0
- checkpoint-16000/added_tokens.json +4 -0
- checkpoint-16000/config.json +117 -0
- checkpoint-16000/optimizer.pt +3 -0
- checkpoint-16000/preprocessor_config.json +10 -0
- checkpoint-16000/pytorch_model.bin +3 -0
- checkpoint-16000/rng_state_0.pth +3 -0
- checkpoint-16000/rng_state_1.pth +3 -0
- checkpoint-16000/rng_state_2.pth +3 -0
- checkpoint-16000/rng_state_3.pth +3 -0
- checkpoint-16000/scheduler.pt +3 -0
- checkpoint-16000/special_tokens_map.json +30 -0
- checkpoint-16000/tokenizer_config.json +51 -0
- checkpoint-16000/trainer_state.json +451 -0
- checkpoint-16000/training_args.bin +3 -0
- checkpoint-16000/vocab.json +2306 -0
- config.json +117 -0
- eval_results.json +9 -0
- predict_results.json +8 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +51 -0
- train_results.json +8 -0
- trainer_state.json +460 -0
- training_args.bin +3 -0
- vocab.json +2306 -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: jako-xlsr
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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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# jako-xlsr
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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: 0.9486
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- Cer: 0.2606
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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: 2
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- total_train_batch_size: 32
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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_ratio: 0.03
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- num_epochs: 30
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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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| 3.5667 | 1.14 | 1000 | 2.2323 | 0.5188 |
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| 1.5569 | 2.28 | 2000 | 1.3106 | 0.3527 |
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| 1.2238 | 3.43 | 3000 | 1.1109 | 0.3099 |
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| 1.0593 | 4.57 | 4000 | 1.0390 | 0.2891 |
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| 0.9658 | 5.71 | 5000 | 0.9731 | 0.2918 |
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| 0.8796 | 6.85 | 6000 | 0.9479 | 0.2696 |
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| 0.8022 | 8.0 | 7000 | 0.9331 | 0.2710 |
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| 0.7392 | 9.14 | 8000 | 0.9252 | 0.2746 |
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| 0.6694 | 10.28 | 9000 | 0.9318 | 0.2590 |
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| 0.5977 | 11.42 | 10000 | 0.9349 | 0.2674 |
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| 0.5484 | 12.56 | 11000 | 0.9409 | 0.2555 |
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| 0.5154 | 13.71 | 12000 | 0.9510 | 0.2719 |
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| 0.4767 | 14.85 | 13000 | 0.9556 | 0.2624 |
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| 0.4536 | 15.99 | 14000 | 0.9850 | 0.2684 |
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| 0.4195 | 17.13 | 15000 | 0.9894 | 0.2590 |
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| 0.3937 | 18.28 | 16000 | 1.0197 | 0.2698 |
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### Framework versions
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- Transformers 4.34.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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added_tokens.json
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{
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"</s>": 2305,
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"<s>": 2304
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}
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all_results.json
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{
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"epoch": 18.28,
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"eval_cer": 0.2605997837798552,
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"eval_loss": 0.9486236572265625,
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"eval_runtime": 335.3871,
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"eval_samples": 3507,
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"eval_samples_per_second": 10.457,
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"eval_steps_per_second": 0.656,
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"predict_cer": 0.2637435086927072,
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"predict_loss": 0.9820764064788818,
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"predict_runtime": 338.0661,
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"predict_samples": 3511,
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"predict_samples_per_second": 10.386,
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"predict_steps_per_second": 0.651,
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"train_loss": 1.4304106447696685,
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"train_runtime": 19413.4182,
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"train_samples": 28009,
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"train_samples_per_second": 43.283,
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"train_steps_per_second": 1.352
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}
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checkpoint-11000/added_tokens.json
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{
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"</s>": 2305,
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"<s>": 2304
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}
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checkpoint-11000/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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| 16 |
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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,
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| 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,
|
| 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 |
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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,
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| 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,
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| 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,
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| 89 |
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"pad_token_id": 2303,
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| 90 |
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"proj_codevector_dim": 768,
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| 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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1500
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],
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| 105 |
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"tdnn_kernel": [
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5,
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| 107 |
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3,
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| 108 |
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3,
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| 109 |
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1,
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| 110 |
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1
|
| 111 |
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],
|
| 112 |
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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.34.1",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 2306,
|
| 116 |
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"xvector_output_dim": 512
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| 117 |
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}
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checkpoint-11000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aff278c57ffabaf3af68fcd2aa44403db6f9ddcdb48bf5d99015be7d7be3a465
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size 2509068982
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checkpoint-11000/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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| 4 |
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"feature_size": 1,
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| 5 |
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"padding_side": "right",
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| 6 |
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
|
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checkpoint-11000/tokenizer_config.json
ADDED
|
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| 1820 |
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| 1821 |
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| 1822 |
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| 1823 |
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| 1824 |
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| 1825 |
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| 1828 |
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| 1829 |
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| 1830 |
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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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| 1840 |
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| 1842 |
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| 1843 |
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| 1844 |
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| 1845 |
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| 1846 |
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| 1848 |
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| 1852 |
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| 1853 |
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| 1855 |
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| 1856 |
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| 1858 |
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| 1864 |
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| 1866 |
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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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| 1876 |
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| 1877 |
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| 1878 |
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| 1879 |
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| 1886 |
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|
| 1887 |
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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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|
| 1919 |
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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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|
| 1928 |
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|
| 1929 |
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|
| 1930 |
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|
| 1931 |
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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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|
| 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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|
| 1952 |
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|
| 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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|
| 1958 |
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|
| 1959 |
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|
| 1960 |
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|
| 1961 |
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|
| 1962 |
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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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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
| 1975 |
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|
| 1976 |
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|
| 1977 |
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"躯": 1973,
|
| 1978 |
+
"車": 1974,
|
| 1979 |
+
"軌": 1975,
|
| 1980 |
+
"軍": 1976,
|
| 1981 |
+
"軟": 1977,
|
| 1982 |
+
"転": 1978,
|
| 1983 |
+
"軽": 1979,
|
| 1984 |
+
"較": 1980,
|
| 1985 |
+
"載": 1981,
|
| 1986 |
+
"輔": 1982,
|
| 1987 |
+
"輝": 1983,
|
| 1988 |
+
"輩": 1984,
|
| 1989 |
+
"輪": 1985,
|
| 1990 |
+
"輸": 1986,
|
| 1991 |
+
"轢": 1987,
|
| 1992 |
+
"辛": 1988,
|
| 1993 |
+
"��": 1989,
|
| 1994 |
+
"辰": 1990,
|
| 1995 |
+
"農": 1991,
|
| 1996 |
+
"辺": 1992,
|
| 1997 |
+
"込": 1993,
|
| 1998 |
+
"迂": 1994,
|
| 1999 |
+
"迎": 1995,
|
| 2000 |
+
"近": 1996,
|
| 2001 |
+
"返": 1997,
|
| 2002 |
+
"迫": 1998,
|
| 2003 |
+
"迷": 1999,
|
| 2004 |
+
"追": 2000,
|
| 2005 |
+
"退": 2001,
|
| 2006 |
+
"送": 2002,
|
| 2007 |
+
"逃": 2003,
|
| 2008 |
+
"逆": 2004,
|
| 2009 |
+
"透": 2005,
|
| 2010 |
+
"途": 2006,
|
| 2011 |
+
"通": 2007,
|
| 2012 |
+
"逝": 2008,
|
| 2013 |
+
"速": 2009,
|
| 2014 |
+
"造": 2010,
|
| 2015 |
+
"連": 2011,
|
| 2016 |
+
"週": 2012,
|
| 2017 |
+
"進": 2013,
|
| 2018 |
+
"逸": 2014,
|
| 2019 |
+
"遂": 2015,
|
| 2020 |
+
"遅": 2016,
|
| 2021 |
+
"遇": 2017,
|
| 2022 |
+
"遊": 2018,
|
| 2023 |
+
"運": 2019,
|
| 2024 |
+
"遍": 2020,
|
| 2025 |
+
"過": 2021,
|
| 2026 |
+
"道": 2022,
|
| 2027 |
+
"達": 2023,
|
| 2028 |
+
"違": 2024,
|
| 2029 |
+
"遜": 2025,
|
| 2030 |
+
"遠": 2026,
|
| 2031 |
+
"遡": 2027,
|
| 2032 |
+
"遣": 2028,
|
| 2033 |
+
"適": 2029,
|
| 2034 |
+
"遭": 2030,
|
| 2035 |
+
"選": 2031,
|
| 2036 |
+
"遺": 2032,
|
| 2037 |
+
"遽": 2033,
|
| 2038 |
+
"避": 2034,
|
| 2039 |
+
"還": 2035,
|
| 2040 |
+
"那": 2036,
|
| 2041 |
+
"邪": 2037,
|
| 2042 |
+
"邸": 2038,
|
| 2043 |
+
"郊": 2039,
|
| 2044 |
+
"郎": 2040,
|
| 2045 |
+
"郡": 2041,
|
| 2046 |
+
"部": 2042,
|
| 2047 |
+
"郭": 2043,
|
| 2048 |
+
"郵": 2044,
|
| 2049 |
+
"都": 2045,
|
| 2050 |
+
"鄙": 2046,
|
| 2051 |
+
"酉": 2047,
|
| 2052 |
+
"酌": 2048,
|
| 2053 |
+
"配": 2049,
|
| 2054 |
+
"酎": 2050,
|
| 2055 |
+
"酒": 2051,
|
| 2056 |
+
"酔": 2052,
|
| 2057 |
+
"酢": 2053,
|
| 2058 |
+
"酬": 2054,
|
| 2059 |
+
"酷": 2055,
|
| 2060 |
+
"酸": 2056,
|
| 2061 |
+
"醇": 2057,
|
| 2062 |
+
"醍": 2058,
|
| 2063 |
+
"醐": 2059,
|
| 2064 |
+
"醒": 2060,
|
| 2065 |
+
"醜": 2061,
|
| 2066 |
+
"醤": 2062,
|
| 2067 |
+
"醸": 2063,
|
| 2068 |
+
"里": 2064,
|
| 2069 |
+
"重": 2065,
|
| 2070 |
+
"野": 2066,
|
| 2071 |
+
"量": 2067,
|
| 2072 |
+
"金": 2068,
|
| 2073 |
+
"釘": 2069,
|
| 2074 |
+
"釜": 2070,
|
| 2075 |
+
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|
| 2076 |
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"釣": 2072,
|
| 2077 |
+
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|
| 2078 |
+
"鈴": 2074,
|
| 2079 |
+
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|
| 2080 |
+
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|
| 2081 |
+
"銀": 2077,
|
| 2082 |
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"銃": 2078,
|
| 2083 |
+
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|
| 2084 |
+
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|
| 2085 |
+
"鋭": 2081,
|
| 2086 |
+
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|
| 2087 |
+
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|
| 2088 |
+
"錠": 2084,
|
| 2089 |
+
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|
| 2090 |
+
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|
| 2091 |
+
"録": 2087,
|
| 2092 |
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"鍋": 2088,
|
| 2093 |
+
"鍛": 2089,
|
| 2094 |
+
"鍵": 2090,
|
| 2095 |
+
"鍼": 2091,
|
| 2096 |
+
"鎌": 2092,
|
| 2097 |
+
"鎖": 2093,
|
| 2098 |
+
"鎗": 2094,
|
| 2099 |
+
"鎧": 2095,
|
| 2100 |
+
"鎮": 2096,
|
| 2101 |
+
"鏡": 2097,
|
| 2102 |
+
"長": 2098,
|
| 2103 |
+
"門": 2099,
|
| 2104 |
+
"閉": 2100,
|
| 2105 |
+
"開": 2101,
|
| 2106 |
+
"間": 2102,
|
| 2107 |
+
"関": 2103,
|
| 2108 |
+
"閣": 2104,
|
| 2109 |
+
"閲": 2105,
|
| 2110 |
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"闇": 2106,
|
| 2111 |
+
"闘": 2107,
|
| 2112 |
+
"阜": 2108,
|
| 2113 |
+
"阪": 2109,
|
| 2114 |
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"防": 2110,
|
| 2115 |
+
"阻": 2111,
|
| 2116 |
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"阿": 2112,
|
| 2117 |
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"降": 2113,
|
| 2118 |
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"限": 2114,
|
| 2119 |
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"院": 2115,
|
| 2120 |
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"陣": 2116,
|
| 2121 |
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"除": 2117,
|
| 2122 |
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"陥": 2118,
|
| 2123 |
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"陰": 2119,
|
| 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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"隊": 2125,
|
| 2130 |
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"階": 2126,
|
| 2131 |
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"随": 2127,
|
| 2132 |
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"隔": 2128,
|
| 2133 |
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"隕": 2129,
|
| 2134 |
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"隙": 2130,
|
| 2135 |
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"際": 2131,
|
| 2136 |
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"障": 2132,
|
| 2137 |
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"隠": 2133,
|
| 2138 |
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"隣": 2134,
|
| 2139 |
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"雄": 2135,
|
| 2140 |
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"雅": 2136,
|
| 2141 |
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"集": 2137,
|
| 2142 |
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"雇": 2138,
|
| 2143 |
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"雉": 2139,
|
| 2144 |
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"雌": 2140,
|
| 2145 |
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"雑": 2141,
|
| 2146 |
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"離": 2142,
|
| 2147 |
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"難": 2143,
|
| 2148 |
+
"雨": 2144,
|
| 2149 |
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"雪": 2145,
|
| 2150 |
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"雫": 2146,
|
| 2151 |
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"雰": 2147,
|
| 2152 |
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"雲": 2148,
|
| 2153 |
+
"雷": 2149,
|
| 2154 |
+
"電": 2150,
|
| 2155 |
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"需": 2151,
|
| 2156 |
+
"震": 2152,
|
| 2157 |
+
"霊": 2153,
|
| 2158 |
+
"霜": 2154,
|
| 2159 |
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"霧": 2155,
|
| 2160 |
+
"露": 2156,
|
| 2161 |
+
"青": 2157,
|
| 2162 |
+
"静": 2158,
|
| 2163 |
+
"非": 2159,
|
| 2164 |
+
"靡": 2160,
|
| 2165 |
+
"面": 2161,
|
| 2166 |
+
"革": 2162,
|
| 2167 |
+
"靴": 2163,
|
| 2168 |
+
"韓": 2164,
|
| 2169 |
+
"音": 2165,
|
| 2170 |
+
"響": 2166,
|
| 2171 |
+
"頂": 2167,
|
| 2172 |
+
"頃": 2168,
|
| 2173 |
+
"項": 2169,
|
| 2174 |
+
"順": 2170,
|
| 2175 |
+
"須": 2171,
|
| 2176 |
+
"預": 2172,
|
| 2177 |
+
"頑": 2173,
|
| 2178 |
+
"頓": 2174,
|
| 2179 |
+
"領": 2175,
|
| 2180 |
+
"頬": 2176,
|
| 2181 |
+
"頭": 2177,
|
| 2182 |
+
"頷": 2178,
|
| 2183 |
+
"頻": 2179,
|
| 2184 |
+
"頼": 2180,
|
| 2185 |
+
"題": 2181,
|
| 2186 |
+
"額": 2182,
|
| 2187 |
+
"顎": 2183,
|
| 2188 |
+
"顔": 2184,
|
| 2189 |
+
"顕": 2185,
|
| 2190 |
+
"願": 2186,
|
| 2191 |
+
"類": 2187,
|
| 2192 |
+
"顧": 2188,
|
| 2193 |
+
"風": 2189,
|
| 2194 |
+
"飛": 2190,
|
| 2195 |
+
"食": 2191,
|
| 2196 |
+
"飯": 2192,
|
| 2197 |
+
"飲": 2193,
|
| 2198 |
+
"飼": 2194,
|
| 2199 |
+
"飽": 2195,
|
| 2200 |
+
"飾": 2196,
|
| 2201 |
+
"餃": 2197,
|
| 2202 |
+
"餅": 2198,
|
| 2203 |
+
"養": 2199,
|
| 2204 |
+
"餌": 2200,
|
| 2205 |
+
"餐": 2201,
|
| 2206 |
+
"餡": 2202,
|
| 2207 |
+
"館": 2203,
|
| 2208 |
+
"饅": 2204,
|
| 2209 |
+
"首": 2205,
|
| 2210 |
+
"香": 2206,
|
| 2211 |
+
"馬": 2207,
|
| 2212 |
+
"馳": 2208,
|
| 2213 |
+
"馴": 2209,
|
| 2214 |
+
"駄": 2210,
|
| 2215 |
+
"駅": 2211,
|
| 2216 |
+
"駆": 2212,
|
| 2217 |
+
"駐": 2213,
|
| 2218 |
+
"駒": 2214,
|
| 2219 |
+
"騎": 2215,
|
| 2220 |
+
"騒": 2216,
|
| 2221 |
+
"験": 2217,
|
| 2222 |
+
"騙": 2218,
|
| 2223 |
+
"騰": 2219,
|
| 2224 |
+
"驚": 2220,
|
| 2225 |
+
"骨": 2221,
|
| 2226 |
+
"骸": 2222,
|
| 2227 |
+
"高": 2223,
|
| 2228 |
+
"髪": 2224,
|
| 2229 |
+
"鬱": 2225,
|
| 2230 |
+
"鬼": 2226,
|
| 2231 |
+
"魂": 2227,
|
| 2232 |
+
"魅": 2228,
|
| 2233 |
+
"魔": 2229,
|
| 2234 |
+
"魚": 2230,
|
| 2235 |
+
"鮭": 2231,
|
| 2236 |
+
"鮮": 2232,
|
| 2237 |
+
"鯖": 2233,
|
| 2238 |
+
"鯛": 2234,
|
| 2239 |
+
"鰹": 2235,
|
| 2240 |
+
"鱗": 2236,
|
| 2241 |
+
"鳥": 2237,
|
| 2242 |
+
"鳩": 2238,
|
| 2243 |
+
"鳴": 2239,
|
| 2244 |
+
"鵜": 2240,
|
| 2245 |
+
"鶏": 2241,
|
| 2246 |
+
"鶴": 2242,
|
| 2247 |
+
"鷹": 2243,
|
| 2248 |
+
"鹸": 2244,
|
| 2249 |
+
"鹿": 2245,
|
| 2250 |
+
"麓": 2246,
|
| 2251 |
+
"麗": 2247,
|
| 2252 |
+
"麦": 2248,
|
| 2253 |
+
"麺": 2249,
|
| 2254 |
+
"麻": 2250,
|
| 2255 |
+
"黄": 2251,
|
| 2256 |
+
"黒": 2252,
|
| 2257 |
+
"黙": 2253,
|
| 2258 |
+
"鼓": 2254,
|
| 2259 |
+
"鼻": 2255,
|
| 2260 |
+
"鼾": 2256,
|
| 2261 |
+
"齢": 2257,
|
| 2262 |
+
"龍": 2258,
|
| 2263 |
+
"！": 2259,
|
| 2264 |
+
"％": 2260,
|
| 2265 |
+
"＆": 2261,
|
| 2266 |
+
"（": 2262,
|
| 2267 |
+
"）": 2263,
|
| 2268 |
+
"＋": 2264,
|
| 2269 |
+
"，": 2265,
|
| 2270 |
+
"－": 2266,
|
| 2271 |
+
"．": 2267,
|
| 2272 |
+
"／": 2268,
|
| 2273 |
+
"０": 2269,
|
| 2274 |
+
"１": 2270,
|
| 2275 |
+
"２": 2271,
|
| 2276 |
+
"３": 2272,
|
| 2277 |
+
"４": 2273,
|
| 2278 |
+
"５": 2274,
|
| 2279 |
+
"６": 2275,
|
| 2280 |
+
"７": 2276,
|
| 2281 |
+
"８": 2277,
|
| 2282 |
+
"９": 2278,
|
| 2283 |
+
"＞": 2279,
|
| 2284 |
+
"？": 2280,
|
| 2285 |
+
"＠": 2281,
|
| 2286 |
+
"ａ": 2282,
|
| 2287 |
+
"ｃ": 2283,
|
| 2288 |
+
"ｄ": 2284,
|
| 2289 |
+
"ｇ": 2285,
|
| 2290 |
+
"ｋ": 2286,
|
| 2291 |
+
"ｌ": 2287,
|
| 2292 |
+
"ｍ": 2288,
|
| 2293 |
+
"ｏ": 2289,
|
| 2294 |
+
"ｐ": 2290,
|
| 2295 |
+
"ｒ": 2291,
|
| 2296 |
+
"ｓ": 2292,
|
| 2297 |
+
"ｔ": 2293,
|
| 2298 |
+
"ｕ": 2294,
|
| 2299 |
+
"ｖ": 2295,
|
| 2300 |
+
"ｗ": 2296,
|
| 2301 |
+
"ｘ": 2297,
|
| 2302 |
+
"ｚ": 2298,
|
| 2303 |
+
"～": 2299,
|
| 2304 |
+
"ｱ": 2300,
|
| 2305 |
+
"￥": 2301
|
| 2306 |
+
}
|
checkpoint-16000/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 2305,
|
| 3 |
+
"<s>": 2304
|
| 4 |
+
}
|
checkpoint-16000/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
| 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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|
| 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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|
| 31 |
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|
| 32 |
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|
| 33 |
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| 35 |
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| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
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|
| 48 |
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|
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|
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|
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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| 97 |
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|
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|
| 99 |
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|
| 100 |
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|
| 103 |
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| 106 |
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|
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| 111 |
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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|
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|
| 115 |
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|
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|
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}
|
checkpoint-16000/optimizer.pt
ADDED
|
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| 3 |
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size 2509068982
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checkpoint-16000/preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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| 1 |
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{
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"do_normalize": true,
|
| 3 |
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
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"feature_size": 1,
|
| 5 |
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"padding_side": "right",
|
| 6 |
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"padding_value": 0,
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| 7 |
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"processor_class": "Wav2Vec2Processor",
|
| 8 |
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"return_attention_mask": true,
|
| 9 |
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"sampling_rate": 16000
|
| 10 |
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}
|
checkpoint-16000/pytorch_model.bin
ADDED
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size 1271356970
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checkpoint-16000/rng_state_0.pth
ADDED
|
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-16000/rng_state_1.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 15088
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checkpoint-16000/rng_state_2.pth
ADDED
|
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-16000/rng_state_3.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 15024
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checkpoint-16000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 1064
|
checkpoint-16000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
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|
| 12 |
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"normalized": true,
|
| 13 |
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|
| 14 |
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"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
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"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
checkpoint-16000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"2302": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"2303": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2304": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"2305": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
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"model_max_length": 1000000000000000019884624838656,
|
| 42 |
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"pad_token": "[PAD]",
|
| 43 |
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"processor_class": "Wav2Vec2Processor",
|
| 44 |
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"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-16000/trainer_state.json
ADDED
|
@@ -0,0 +1,451 @@
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|
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|
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|
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|
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checkpoint-16000/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 4536
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checkpoint-16000/vocab.json
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|
| 1 |
+
{
|
| 2 |
+
"\"": 1,
|
| 3 |
+
"-": 2,
|
| 4 |
+
"[PAD]": 2303,
|
| 5 |
+
"[UNK]": 2302,
|
| 6 |
+
"a": 3,
|
| 7 |
+
"b": 4,
|
| 8 |
+
"c": 5,
|
| 9 |
+
"d": 6,
|
| 10 |
+
"e": 7,
|
| 11 |
+
"f": 8,
|
| 12 |
+
"g": 9,
|
| 13 |
+
"h": 10,
|
| 14 |
+
"i": 11,
|
| 15 |
+
"j": 12,
|
| 16 |
+
"k": 13,
|
| 17 |
+
"l": 14,
|
| 18 |
+
"m": 15,
|
| 19 |
+
"n": 16,
|
| 20 |
+
"o": 17,
|
| 21 |
+
"p": 18,
|
| 22 |
+
"q": 19,
|
| 23 |
+
"r": 20,
|
| 24 |
+
"s": 21,
|
| 25 |
+
"t": 22,
|
| 26 |
+
"u": 23,
|
| 27 |
+
"v": 24,
|
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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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|
| 2000 |
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|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
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|
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|
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|
| 2007 |
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|
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|
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|
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|
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|
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|
| 2013 |
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|
| 2014 |
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|
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
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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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|
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|
| 2028 |
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|
| 2029 |
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|
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| 2031 |
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| 2032 |
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| 2033 |
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| 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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| 2055 |
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| 2057 |
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| 2218 |
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| 2224 |
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| 2225 |
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| 2227 |
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| 2232 |
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| 2238 |
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| 2240 |
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|
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|
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| 2246 |
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|
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| 2248 |
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|
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|
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|
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|
| 2257 |
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|
| 2258 |
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|
| 2259 |
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|
| 2260 |
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|
| 2261 |
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|
| 2262 |
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|
| 2263 |
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|
| 2264 |
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|
| 2265 |
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|
| 2266 |
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|
| 2267 |
+
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|
| 2268 |
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|
| 2269 |
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|
| 2270 |
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|
| 2271 |
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|
| 2272 |
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|
| 2273 |
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|
| 2274 |
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|
| 2275 |
+
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|
| 2276 |
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|
| 2277 |
+
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|
| 2278 |
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|
| 2279 |
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|
| 2280 |
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|
| 2281 |
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|
| 2282 |
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|
| 2283 |
+
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|
| 2284 |
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|
| 2285 |
+
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|
| 2286 |
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|
| 2287 |
+
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|
| 2288 |
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|
| 2289 |
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|
| 2290 |
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|
| 2291 |
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|
| 2292 |
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|
| 2293 |
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|
| 2294 |
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|
| 2295 |
+
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|
| 2296 |
+
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|
| 2297 |
+
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|
| 2298 |
+
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|
| 2299 |
+
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|
| 2300 |
+
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|
| 2301 |
+
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|
| 2302 |
+
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|
| 2303 |
+
"～": 2299,
|
| 2304 |
+
"ｱ": 2300,
|
| 2305 |
+
"￥": 2301
|
| 2306 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
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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 |
+
"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": 2303,
|
| 90 |
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"proj_codevector_dim": 768,
|
| 91 |
+
"tdnn_dilation": [
|
| 92 |
+
1,
|
| 93 |
+
2,
|
| 94 |
+
3,
|
| 95 |
+
1,
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"tdnn_dim": [
|
| 99 |
+
512,
|
| 100 |
+
512,
|
| 101 |
+
512,
|
| 102 |
+
512,
|
| 103 |
+
1500
|
| 104 |
+
],
|
| 105 |
+
"tdnn_kernel": [
|
| 106 |
+
5,
|
| 107 |
+
3,
|
| 108 |
+
3,
|
| 109 |
+
1,
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"torch_dtype": "float32",
|
| 113 |
+
"transformers_version": "4.34.1",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 2306,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 18.28,
|
| 3 |
+
"eval_cer": 0.2605997837798552,
|
| 4 |
+
"eval_loss": 0.9486236572265625,
|
| 5 |
+
"eval_runtime": 335.3871,
|
| 6 |
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"eval_samples": 3507,
|
| 7 |
+
"eval_samples_per_second": 10.457,
|
| 8 |
+
"eval_steps_per_second": 0.656
|
| 9 |
+
}
|
predict_results.json
ADDED
|
@@ -0,0 +1,8 @@
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"predict_cer": 0.2637435086927072,
|
| 3 |
+
"predict_loss": 0.9820764064788818,
|
| 4 |
+
"predict_runtime": 338.0661,
|
| 5 |
+
"predict_samples": 3511,
|
| 6 |
+
"predict_samples_per_second": 10.386,
|
| 7 |
+
"predict_steps_per_second": 0.651
|
| 8 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
|
|
|
|
|
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|
|
|
|
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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 |
+
"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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|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9693ad110d591d65ca263f088aecc1cebcf47a3e4e0479d652e2a60c350a0c9f
|
| 3 |
+
size 1271356970
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": true,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": true,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "[UNK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": true,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
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|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"2302": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"2303": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"2304": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"2305": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 18.28,
|
| 3 |
+
"train_loss": 1.4304106447696685,
|
| 4 |
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"train_runtime": 19413.4182,
|
| 5 |
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"train_samples": 28009,
|
| 6 |
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"train_samples_per_second": 43.283,
|
| 7 |
+
"train_steps_per_second": 1.352
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,460 @@
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|
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training_args.bin
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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oid sha256:a6a72be63103155d18d26f0e8775787fd05de80be75bb29c5503e8146115b584
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| 3 |
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size 4536
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vocab.json
ADDED
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@@ -0,0 +1,2306 @@
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|
| 1 |
+
{
|
| 2 |
+
"\"": 1,
|
| 3 |
+
"-": 2,
|
| 4 |
+
"[PAD]": 2303,
|
| 5 |
+
"[UNK]": 2302,
|
| 6 |
+
"a": 3,
|
| 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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"z": 28,
|
| 32 |
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"|": 0,
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| 33 |
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| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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| 39 |
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|
| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 47 |
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| 48 |
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|
| 50 |
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| 51 |
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|
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| 70 |
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| 71 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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|
| 79 |
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| 80 |
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| 94 |
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| 95 |
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| 97 |
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|
| 98 |
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|
| 99 |
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| 100 |
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|
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|
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|
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|
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|
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|
| 1994 |
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|
| 1995 |
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|
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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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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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|
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|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
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|
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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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|
| 2027 |
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|
| 2028 |
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|
| 2029 |
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|
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|
| 2033 |
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| 2034 |
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| 2035 |
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| 2036 |
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| 2037 |
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| 2062 |
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| 2069 |
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| 2070 |
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| 2071 |
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| 2072 |
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