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Browse files- README.md +80 -0
- added_tokens.json +6 -0
- all_results.json +14 -0
- checkpoint-22500/added_tokens.json +6 -0
- checkpoint-22500/config.json +117 -0
- checkpoint-22500/optimizer.pt +3 -0
- checkpoint-22500/preprocessor_config.json +10 -0
- checkpoint-22500/pytorch_model.bin +3 -0
- checkpoint-22500/rng_state_0.pth +3 -0
- checkpoint-22500/rng_state_1.pth +3 -0
- checkpoint-22500/rng_state_2.pth +3 -0
- checkpoint-22500/rng_state_3.pth +3 -0
- checkpoint-22500/scheduler.pt +3 -0
- checkpoint-22500/special_tokens_map.json +10 -0
- checkpoint-22500/tokenizer_config.json +56 -0
- checkpoint-22500/trainer_state.json +244 -0
- checkpoint-22500/training_args.bin +3 -0
- checkpoint-22500/vocab.json +1439 -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 +253 -0
- training_args.bin +3 -0
- vocab.json +1439 -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: ko-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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# ko-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: 0.5172
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- Cer: 0.1076
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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: 2
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- eval_batch_size: 2
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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: 8
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- total_train_batch_size: 64
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- total_eval_batch_size: 8
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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: 40
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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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| 6.742 | 2.6 | 1500 | 0.9038 | 0.2330 |
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| 0.9228 | 5.2 | 3000 | 0.6193 | 0.1656 |
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| 0.6805 | 7.8 | 4500 | 0.5522 | 0.1481 |
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| 0.5577 | 10.4 | 6000 | 0.5136 | 0.1349 |
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| 0.4797 | 13.0 | 7500 | 0.5074 | 0.1312 |
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| 0.4161 | 15.6 | 9000 | 0.4959 | 0.1243 |
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| 0.3701 | 18.21 | 10500 | 0.4948 | 0.1224 |
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| 0.3307 | 20.81 | 12000 | 0.4881 | 0.1199 |
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| 0.2946 | 23.41 | 13500 | 0.4970 | 0.1179 |
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| 0.2636 | 26.01 | 15000 | 0.4950 | 0.1145 |
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| 0.2367 | 28.61 | 16500 | 0.4905 | 0.1119 |
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| 0.2157 | 31.21 | 18000 | 0.5066 | 0.1110 |
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| 0.1979 | 33.81 | 19500 | 0.5133 | 0.1103 |
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| 0.1808 | 36.41 | 21000 | 0.5160 | 0.1091 |
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| 0.17 | 39.01 | 22500 | 0.5129 | 0.1074 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.14.5
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- Tokenizers 0.14.0
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added_tokens.json
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{
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"</s>": 1438,
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"<s>": 1437,
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"[PAD]": 1436,
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"[UNK]": 1435
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}
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all_results.json
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{
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"epoch": 39.95,
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"eval_cer": 0.10764723995306297,
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"eval_loss": 0.5172480344772339,
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"eval_runtime": 199.9485,
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"eval_samples": 4606,
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"eval_samples_per_second": 23.036,
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"eval_steps_per_second": 2.881,
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"train_loss": 0.7889066434568829,
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"train_runtime": 39248.6958,
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"train_samples": 36905,
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"train_samples_per_second": 37.611,
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"train_steps_per_second": 0.587
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}
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checkpoint-22500/added_tokens.json
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{
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"</s>": 1438,
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"<s>": 1437,
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"[PAD]": 1436,
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"[UNK]": 1435
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}
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checkpoint-22500/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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| 4 |
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"adapter_attn_dim": null,
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| 5 |
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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": 0.1,
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| 13 |
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"bos_token_id": 1,
|
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"classifier_proj_size": 256,
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| 15 |
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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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],
|
| 45 |
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"ctc_loss_reduction": "mean",
|
| 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 |
+
"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 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"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 |
+
"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 |
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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 |
+
"mask_feature_length": 10,
|
| 70 |
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"mask_feature_min_masks": 0,
|
| 71 |
+
"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 |
+
"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 |
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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": 1436,
|
| 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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| 99 |
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512,
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| 100 |
+
512,
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| 101 |
+
512,
|
| 102 |
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512,
|
| 103 |
+
1500
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| 104 |
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],
|
| 105 |
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"tdnn_kernel": [
|
| 106 |
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|
| 107 |
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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": 1439,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
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}
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checkpoint-22500/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2cdfa3e86b791ad545830b0c1eecd4ffcae5b2b956ea81f9a951f436bed95b04
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size 2501959105
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checkpoint-22500/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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| 9 |
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"sampling_rate": 16000
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}
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checkpoint-22500/pytorch_model.bin
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oid sha256:399bb59ee63296e22bce596beb02cff21a9cff1c0ddd5725aa7ca40eb27b7eab
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size 1267801773
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checkpoint-22500/rng_state_0.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1aacc8ba77b6d79def5207d0c9f656f52a172edabb3234c460b386c462a73941
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size 17719
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checkpoint-22500/rng_state_1.pth
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checkpoint-22500/rng_state_2.pth
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checkpoint-22500/rng_state_3.pth
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checkpoint-22500/scheduler.pt
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checkpoint-22500/special_tokens_map.json
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|
checkpoint-22500/training_args.bin
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:c84fd5eecba213b71cf981134653cb7eabfffd55d4675b8e4237fa1cee57c8e6
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| 3 |
+
size 4027
|
checkpoint-22500/vocab.json
ADDED
|
@@ -0,0 +1,1439 @@
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|
| 1 |
+
{
|
| 2 |
+
"&": 1,
|
| 3 |
+
"0": 2,
|
| 4 |
+
"1": 3,
|
| 5 |
+
"2": 4,
|
| 6 |
+
"3": 5,
|
| 7 |
+
"4": 6,
|
| 8 |
+
"5": 7,
|
| 9 |
+
"6": 8,
|
| 10 |
+
"7": 9,
|
| 11 |
+
"8": 10,
|
| 12 |
+
"9": 11,
|
| 13 |
+
"[PAD]": 1436,
|
| 14 |
+
"[UNK]": 1435,
|
| 15 |
+
"a": 12,
|
| 16 |
+
"b": 13,
|
| 17 |
+
"c": 14,
|
| 18 |
+
"d": 15,
|
| 19 |
+
"e": 16,
|
| 20 |
+
"f": 17,
|
| 21 |
+
"g": 18,
|
| 22 |
+
"h": 19,
|
| 23 |
+
"i": 20,
|
| 24 |
+
"j": 21,
|
| 25 |
+
"k": 22,
|
| 26 |
+
"l": 23,
|
| 27 |
+
"m": 24,
|
| 28 |
+
"n": 25,
|
| 29 |
+
"o": 26,
|
| 30 |
+
"p": 27,
|
| 31 |
+
"q": 28,
|
| 32 |
+
"r": 29,
|
| 33 |
+
"s": 30,
|
| 34 |
+
"t": 31,
|
| 35 |
+
"u": 32,
|
| 36 |
+
"v": 33,
|
| 37 |
+
"w": 34,
|
| 38 |
+
"x": 35,
|
| 39 |
+
"y": 36,
|
| 40 |
+
"z": 37,
|
| 41 |
+
"|": 0,
|
| 42 |
+
"}": 38,
|
| 43 |
+
"ㅋ": 39,
|
| 44 |
+
"ㅡ": 40,
|
| 45 |
+
"가": 41,
|
| 46 |
+
"각": 42,
|
| 47 |
+
"간": 43,
|
| 48 |
+
"갇": 44,
|
| 49 |
+
"갈": 45,
|
| 50 |
+
"감": 46,
|
| 51 |
+
"갑": 47,
|
| 52 |
+
"값": 48,
|
| 53 |
+
"갓": 49,
|
| 54 |
+
"갔": 50,
|
| 55 |
+
"강": 51,
|
| 56 |
+
"갖": 52,
|
| 57 |
+
"같": 53,
|
| 58 |
+
"갛": 54,
|
| 59 |
+
"개": 55,
|
| 60 |
+
"객": 56,
|
| 61 |
+
"갠": 57,
|
| 62 |
+
"갤": 58,
|
| 63 |
+
"갬": 59,
|
| 64 |
+
"갭": 60,
|
| 65 |
+
"갯": 61,
|
| 66 |
+
"갰": 62,
|
| 67 |
+
"갱": 63,
|
| 68 |
+
"걀": 64,
|
| 69 |
+
"걍": 65,
|
| 70 |
+
"걔": 66,
|
| 71 |
+
"걘": 67,
|
| 72 |
+
"거": 68,
|
| 73 |
+
"걱": 69,
|
| 74 |
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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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|
| 1417 |
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|
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|
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|
| 1420 |
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|
| 1421 |
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|
| 1422 |
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|
| 1423 |
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|
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|
| 1425 |
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|
| 1426 |
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|
| 1427 |
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|
| 1428 |
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|
| 1429 |
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|
| 1430 |
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|
| 1431 |
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|
| 1432 |
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|
| 1433 |
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|
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|
| 1435 |
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|
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|
| 1437 |
+
"힙": 1433,
|
| 1438 |
+
"힝": 1434
|
| 1439 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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": 0.1,
|
| 13 |
+
"bos_token_id": 1,
|
| 14 |
+
"classifier_proj_size": 256,
|
| 15 |
+
"codevector_dim": 768,
|
| 16 |
+
"contrastive_logits_temperature": 0.1,
|
| 17 |
+
"conv_bias": true,
|
| 18 |
+
"conv_dim": [
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512,
|
| 22 |
+
512,
|
| 23 |
+
512,
|
| 24 |
+
512,
|
| 25 |
+
512
|
| 26 |
+
],
|
| 27 |
+
"conv_kernel": [
|
| 28 |
+
10,
|
| 29 |
+
3,
|
| 30 |
+
3,
|
| 31 |
+
3,
|
| 32 |
+
3,
|
| 33 |
+
2,
|
| 34 |
+
2
|
| 35 |
+
],
|
| 36 |
+
"conv_stride": [
|
| 37 |
+
5,
|
| 38 |
+
2,
|
| 39 |
+
2,
|
| 40 |
+
2,
|
| 41 |
+
2,
|
| 42 |
+
2,
|
| 43 |
+
2
|
| 44 |
+
],
|
| 45 |
+
"ctc_loss_reduction": "mean",
|
| 46 |
+
"ctc_zero_infinity": false,
|
| 47 |
+
"diversity_loss_weight": 0.1,
|
| 48 |
+
"do_stable_layer_norm": true,
|
| 49 |
+
"eos_token_id": 2,
|
| 50 |
+
"feat_extract_activation": "gelu",
|
| 51 |
+
"feat_extract_dropout": 0.0,
|
| 52 |
+
"feat_extract_norm": "layer",
|
| 53 |
+
"feat_proj_dropout": 0.05,
|
| 54 |
+
"feat_quantizer_dropout": 0.0,
|
| 55 |
+
"final_dropout": 0.0,
|
| 56 |
+
"gradient_checkpointing": false,
|
| 57 |
+
"hidden_act": "gelu",
|
| 58 |
+
"hidden_dropout": 0.05,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.05,
|
| 64 |
+
"mask_channel_length": 10,
|
| 65 |
+
"mask_channel_min_space": 1,
|
| 66 |
+
"mask_channel_other": 0.0,
|
| 67 |
+
"mask_channel_prob": 0.0,
|
| 68 |
+
"mask_channel_selection": "static",
|
| 69 |
+
"mask_feature_length": 10,
|
| 70 |
+
"mask_feature_min_masks": 0,
|
| 71 |
+
"mask_feature_prob": 0.0,
|
| 72 |
+
"mask_time_length": 10,
|
| 73 |
+
"mask_time_min_masks": 2,
|
| 74 |
+
"mask_time_min_space": 1,
|
| 75 |
+
"mask_time_other": 0.0,
|
| 76 |
+
"mask_time_prob": 0.05,
|
| 77 |
+
"mask_time_selection": "static",
|
| 78 |
+
"model_type": "wav2vec2",
|
| 79 |
+
"num_adapter_layers": 3,
|
| 80 |
+
"num_attention_heads": 16,
|
| 81 |
+
"num_codevector_groups": 2,
|
| 82 |
+
"num_codevectors_per_group": 320,
|
| 83 |
+
"num_conv_pos_embedding_groups": 16,
|
| 84 |
+
"num_conv_pos_embeddings": 128,
|
| 85 |
+
"num_feat_extract_layers": 7,
|
| 86 |
+
"num_hidden_layers": 24,
|
| 87 |
+
"num_negatives": 100,
|
| 88 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 1436,
|
| 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": 1439,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 39.95,
|
| 3 |
+
"eval_cer": 0.10764723995306297,
|
| 4 |
+
"eval_loss": 0.5172480344772339,
|
| 5 |
+
"eval_runtime": 199.9485,
|
| 6 |
+
"eval_samples": 4606,
|
| 7 |
+
"eval_samples_per_second": 23.036,
|
| 8 |
+
"eval_steps_per_second": 2.881
|
| 9 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"processor_class": "Wav2Vec2Processor",
|
| 8 |
+
"return_attention_mask": true,
|
| 9 |
+
"sampling_rate": 16000
|
| 10 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:369e1a1e910ba67c97196d52498d998444456ae1d71df877a5481640a7265067
|
| 3 |
+
size 1267801773
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,10 @@
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| 1 |
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{
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| 2 |
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"additional_special_tokens": [
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"<s>",
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| 4 |
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"</s>"
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],
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"bos_token": "<s>",
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"eos_token": "</s>",
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| 8 |
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"pad_token": "[PAD]",
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| 9 |
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"unk_token": "[UNK]"
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| 10 |
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}
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tokenizer_config.json
ADDED
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@@ -0,0 +1,56 @@
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| 1 |
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{
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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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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"1437": {
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| 20 |
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| 25 |
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"special": true
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| 26 |
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"1438": {
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| 28 |
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"content": "</s>",
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"special": true
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| 34 |
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| 35 |
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},
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| 36 |
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"additional_special_tokens": [
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| 37 |
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"<s>",
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| 38 |
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| 39 |
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| 40 |
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"bos_token": "<s>",
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| 42 |
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train_results.json
ADDED
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@@ -0,0 +1,8 @@
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trainer_state.json
ADDED
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@@ -0,0 +1,253 @@
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:c84fd5eecba213b71cf981134653cb7eabfffd55d4675b8e4237fa1cee57c8e6
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| 3 |
+
size 4027
|
vocab.json
ADDED
|
@@ -0,0 +1,1439 @@
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|
| 1 |
+
{
|
| 2 |
+
"&": 1,
|
| 3 |
+
"0": 2,
|
| 4 |
+
"1": 3,
|
| 5 |
+
"2": 4,
|
| 6 |
+
"3": 5,
|
| 7 |
+
"4": 6,
|
| 8 |
+
"5": 7,
|
| 9 |
+
"6": 8,
|
| 10 |
+
"7": 9,
|
| 11 |
+
"8": 10,
|
| 12 |
+
"9": 11,
|
| 13 |
+
"[PAD]": 1436,
|
| 14 |
+
"[UNK]": 1435,
|
| 15 |
+
"a": 12,
|
| 16 |
+
"b": 13,
|
| 17 |
+
"c": 14,
|
| 18 |
+
"d": 15,
|
| 19 |
+
"e": 16,
|
| 20 |
+
"f": 17,
|
| 21 |
+
"g": 18,
|
| 22 |
+
"h": 19,
|
| 23 |
+
"i": 20,
|
| 24 |
+
"j": 21,
|
| 25 |
+
"k": 22,
|
| 26 |
+
"l": 23,
|
| 27 |
+
"m": 24,
|
| 28 |
+
"n": 25,
|
| 29 |
+
"o": 26,
|
| 30 |
+
"p": 27,
|
| 31 |
+
"q": 28,
|
| 32 |
+
"r": 29,
|
| 33 |
+
"s": 30,
|
| 34 |
+
"t": 31,
|
| 35 |
+
"u": 32,
|
| 36 |
+
"v": 33,
|
| 37 |
+
"w": 34,
|
| 38 |
+
"x": 35,
|
| 39 |
+
"y": 36,
|
| 40 |
+
"z": 37,
|
| 41 |
+
"|": 0,
|
| 42 |
+
"}": 38,
|
| 43 |
+
"ㅋ": 39,
|
| 44 |
+
"ㅡ": 40,
|
| 45 |
+
"가": 41,
|
| 46 |
+
"각": 42,
|
| 47 |
+
"간": 43,
|
| 48 |
+
"갇": 44,
|
| 49 |
+
"갈": 45,
|
| 50 |
+
"감": 46,
|
| 51 |
+
"갑": 47,
|
| 52 |
+
"값": 48,
|
| 53 |
+
"갓": 49,
|
| 54 |
+
"갔": 50,
|
| 55 |
+
"강": 51,
|
| 56 |
+
"갖": 52,
|
| 57 |
+
"같": 53,
|
| 58 |
+
"갛": 54,
|
| 59 |
+
"개": 55,
|
| 60 |
+
"객": 56,
|
| 61 |
+
"갠": 57,
|
| 62 |
+
"갤": 58,
|
| 63 |
+
"갬": 59,
|
| 64 |
+
"갭": 60,
|
| 65 |
+
"갯": 61,
|
| 66 |
+
"갰": 62,
|
| 67 |
+
"갱": 63,
|
| 68 |
+
"걀": 64,
|
| 69 |
+
"걍": 65,
|
| 70 |
+
"걔": 66,
|
| 71 |
+
"걘": 67,
|
| 72 |
+
"거": 68,
|
| 73 |
+
"걱": 69,
|
| 74 |
+
"건": 70,
|
| 75 |
+
"걷": 71,
|
| 76 |
+
"걸": 72,
|
| 77 |
+
"검": 73,
|
| 78 |
+
"겁": 74,
|
| 79 |
+
"것": 75,
|
| 80 |
+
"겅": 76,
|
| 81 |
+
"겉": 77,
|
| 82 |
+
"겋": 78,
|
| 83 |
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