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Browse files- README.md +58 -0
- added_tokens.json +4 -0
- all_results.json +8 -0
- checkpoint-1033400/added_tokens.json +4 -0
- checkpoint-1033400/config.json +117 -0
- checkpoint-1033400/model.safetensors +3 -0
- checkpoint-1033400/optimizer.pt +3 -0
- checkpoint-1033400/preprocessor_config.json +10 -0
- checkpoint-1033400/rng_state_0.pth +3 -0
- checkpoint-1033400/rng_state_1.pth +3 -0
- checkpoint-1033400/scheduler.pt +3 -0
- checkpoint-1033400/special_tokens_map.json +30 -0
- checkpoint-1033400/tokenizer_config.json +51 -0
- checkpoint-1033400/trainer_state.json +0 -0
- checkpoint-1033400/training_args.bin +3 -0
- checkpoint-1033400/vocab.json +5413 -0
- checkpoint-1069020/added_tokens.json +4 -0
- checkpoint-1069020/config.json +117 -0
- checkpoint-1069020/model.safetensors +3 -0
- checkpoint-1069020/optimizer.pt +3 -0
- checkpoint-1069020/preprocessor_config.json +10 -0
- checkpoint-1069020/rng_state_0.pth +3 -0
- checkpoint-1069020/rng_state_1.pth +3 -0
- checkpoint-1069020/scheduler.pt +3 -0
- checkpoint-1069020/special_tokens_map.json +30 -0
- checkpoint-1069020/tokenizer_config.json +51 -0
- checkpoint-1069020/trainer_state.json +0 -0
- checkpoint-1069020/training_args.bin +3 -0
- checkpoint-1069020/vocab.json +5413 -0
- config.json +117 -0
- model.safetensors +3 -0
- preprocessor_config.json +10 -0
- special_tokens_map.json +30 -0
- tokenizer_config.json +51 -0
- train_results.json +8 -0
- trainer_state.json +0 -0
- training_args.bin +3 -0
- vocab.json +5413 -0
README.md
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---
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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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- ./train_dataset_sup.py
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- generated_from_trainer
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model-index:
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- name: finetuned_model
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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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# finetuned_model
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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 ./TRAIN_DATASET_SUP.PY - NA dataset.
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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: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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- total_eval_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 30
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### Training results
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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added_tokens.json
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{
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"</s>": 5412,
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"<s>": 5411
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}
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all_results.json
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{
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"epoch": 30.0,
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"train_loss": 1.5424620530493403,
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"train_runtime": 741000.9892,
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"train_samples": 570146,
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"train_samples_per_second": 23.083,
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"train_steps_per_second": 1.443
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}
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checkpoint-1033400/added_tokens.json
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{
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"</s>": 5412,
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"<s>": 5411
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}
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checkpoint-1033400/config.json
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{
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"_name_or_path": "/home/server/basemodel",
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.05,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": true,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": true,
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| 47 |
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"diversity_loss_weight": 0.1,
|
| 48 |
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"do_stable_layer_norm": true,
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| 49 |
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"eos_token_id": 2,
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| 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,
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| 54 |
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"feat_quantizer_dropout": 0.0,
|
| 55 |
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"final_dropout": 0.0,
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| 56 |
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout": 0.05,
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| 59 |
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"hidden_size": 1024,
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| 60 |
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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| 63 |
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"layerdrop": 0.05,
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| 64 |
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"mask_channel_length": 10,
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| 65 |
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"mask_channel_min_space": 1,
|
| 66 |
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"mask_channel_other": 0.0,
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| 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 |
+
"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 |
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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 |
+
"output_hidden_size": 1024,
|
| 89 |
+
"pad_token_id": 5410,
|
| 90 |
+
"proj_codevector_dim": 768,
|
| 91 |
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"tdnn_dilation": [
|
| 92 |
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| 93 |
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"tdnn_dim": [
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| 100 |
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| 101 |
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"tdnn_kernel": [
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],
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| 112 |
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"torch_dtype": "float32",
|
| 113 |
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"transformers_version": "4.36.2",
|
| 114 |
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"use_weighted_layer_sum": false,
|
| 115 |
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"vocab_size": 5413,
|
| 116 |
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"xvector_output_dim": 512
|
| 117 |
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}
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checkpoint-1033400/model.safetensors
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size 1284000820
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checkpoint-1033400/optimizer.pt
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checkpoint-1033400/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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| 6 |
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"padding_value": 0,
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"processor_class": "Wav2Vec2Processor",
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| 8 |
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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checkpoint-1033400/rng_state_0.pth
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checkpoint-1033400/rng_state_1.pth
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checkpoint-1033400/scheduler.pt
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checkpoint-1033400/special_tokens_map.json
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{
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"bos_token": {
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"lstrip": true,
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"normalized": false,
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| 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-1033400/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"5409": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"5410": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"5411": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"5412": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
checkpoint-1033400/trainer_state.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-1033400/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8242a733753b17c51083eaa214870af638bce265a5cc42f930e50077d8a84f8d
|
| 3 |
+
size 4664
|
checkpoint-1033400/vocab.json
ADDED
|
@@ -0,0 +1,5413 @@
|
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| 1806 |
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| 1807 |
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|
| 1808 |
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| 1809 |
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| 1810 |
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| 1813 |
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| 1815 |
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| 1817 |
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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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|
| 1826 |
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|
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|
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|
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|
| 1831 |
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|
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|
| 1833 |
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|
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|
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|
| 1836 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 1920 |
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|
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|
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|
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|
| 1924 |
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|
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|
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|
| 1927 |
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|
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|
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|
| 1930 |
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|
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|
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|
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|
| 1934 |
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|
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|
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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|
| 1940 |
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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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|
| 1949 |
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|
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| 5207 |
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| 5211 |
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| 5215 |
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| 5224 |
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|
| 5229 |
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| 5230 |
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|
| 5264 |
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|
| 5266 |
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| 5267 |
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| 5268 |
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|
| 5269 |
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| 5270 |
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|
| 5271 |
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|
| 5272 |
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|
| 5273 |
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|
| 5274 |
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|
| 5275 |
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|
| 5276 |
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|
| 5277 |
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|
| 5278 |
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|
| 5279 |
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|
| 5280 |
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|
| 5281 |
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|
| 5282 |
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|
| 5283 |
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|
| 5284 |
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|
| 5285 |
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|
| 5286 |
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|
| 5287 |
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|
| 5288 |
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|
| 5289 |
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|
| 5290 |
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|
| 5291 |
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|
| 5292 |
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|
| 5293 |
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|
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|
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|
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|
| 5297 |
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|
| 5298 |
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|
| 5299 |
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|
| 5300 |
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|
| 5301 |
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|
| 5302 |
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|
| 5303 |
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|
| 5304 |
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|
| 5305 |
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|
| 5306 |
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|
| 5307 |
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|
| 5308 |
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|
| 5309 |
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|
| 5310 |
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|
| 5311 |
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|
| 5312 |
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|
| 5313 |
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|
| 5314 |
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|
| 5315 |
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|
| 5316 |
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|
| 5317 |
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|
| 5318 |
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|
| 5319 |
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|
| 5320 |
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|
| 5321 |
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|
| 5322 |
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|
| 5323 |
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|
| 5324 |
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|
| 5325 |
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|
| 5326 |
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|
| 5327 |
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|
| 5328 |
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|
| 5329 |
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|
| 5330 |
+
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|
| 5331 |
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|
| 5332 |
+
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|
| 5333 |
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|
| 5334 |
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|
| 5335 |
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|
| 5336 |
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|
| 5337 |
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|
| 5338 |
+
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|
| 5339 |
+
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|
| 5340 |
+
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|
| 5341 |
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|
| 5342 |
+
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|
| 5343 |
+
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|
| 5344 |
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|
| 5345 |
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|
| 5346 |
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|
| 5347 |
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|
| 5348 |
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|
| 5349 |
+
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|
| 5350 |
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|
| 5351 |
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|
| 5352 |
+
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|
| 5353 |
+
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|
| 5354 |
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|
| 5355 |
+
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|
| 5356 |
+
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|
| 5357 |
+
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|
| 5358 |
+
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|
| 5359 |
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|
| 5360 |
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|
| 5361 |
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|
| 5362 |
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|
| 5363 |
+
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|
| 5364 |
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|
| 5365 |
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|
| 5366 |
+
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|
| 5367 |
+
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|
| 5368 |
+
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|
| 5369 |
+
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|
| 5370 |
+
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|
| 5371 |
+
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|
| 5372 |
+
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|
| 5373 |
+
"우": 5369,
|
| 5374 |
+
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|
| 5375 |
+
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|
| 5376 |
+
"으": 5372,
|
| 5377 |
+
"을": 5373,
|
| 5378 |
+
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|
| 5379 |
+
"이": 5375,
|
| 5380 |
+
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|
| 5381 |
+
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|
| 5382 |
+
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|
| 5383 |
+
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|
| 5384 |
+
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|
| 5385 |
+
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|
| 5386 |
+
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|
| 5387 |
+
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|
| 5388 |
+
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|
| 5389 |
+
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|
| 5390 |
+
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|
| 5391 |
+
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|
| 5392 |
+
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|
| 5393 |
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"해": 5389,
|
| 5394 |
+
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|
| 5395 |
+
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|
| 5396 |
+
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|
| 5397 |
+
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|
| 5398 |
+
"（": 5394,
|
| 5399 |
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"）": 5395,
|
| 5400 |
+
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|
| 5401 |
+
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|
| 5402 |
+
"６": 5398,
|
| 5403 |
+
"９": 5399,
|
| 5404 |
+
"：": 5400,
|
| 5405 |
+
"；": 5401,
|
| 5406 |
+
"ｉ": 5402,
|
| 5407 |
+
"ｋ": 5403,
|
| 5408 |
+
"ｓ": 5404,
|
| 5409 |
+
"～": 5405,
|
| 5410 |
+
"�": 5406,
|
| 5411 |
+
"🐰": 5407,
|
| 5412 |
+
"𫊻": 5408
|
| 5413 |
+
}
|
checkpoint-1069020/added_tokens.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"</s>": 5412,
|
| 3 |
+
"<s>": 5411
|
| 4 |
+
}
|
checkpoint-1069020/config.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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checkpoint-1069020/model.safetensors
ADDED
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checkpoint-1069020/optimizer.pt
ADDED
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checkpoint-1069020/preprocessor_config.json
ADDED
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@@ -0,0 +1,10 @@
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checkpoint-1069020/rng_state_0.pth
ADDED
|
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checkpoint-1069020/rng_state_1.pth
ADDED
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size 14576
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checkpoint-1069020/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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size 1064
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checkpoint-1069020/special_tokens_map.json
ADDED
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@@ -0,0 +1,30 @@
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|
| 1 |
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| 2 |
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|
| 3 |
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| 4 |
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| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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| 10 |
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| 11 |
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|
| 12 |
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|
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|
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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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checkpoint-1069020/tokenizer_config.json
ADDED
|
@@ -0,0 +1,51 @@
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|
| 1 |
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|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 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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"5411": {
|
| 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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"special": true
|
| 26 |
+
},
|
| 27 |
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|
| 28 |
+
"content": "</s>",
|
| 29 |
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|
| 30 |
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"normalized": true,
|
| 31 |
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"rstrip": false,
|
| 32 |
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|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
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"bos_token": "<s>",
|
| 37 |
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"clean_up_tokenization_spaces": true,
|
| 38 |
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"config": null,
|
| 39 |
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"do_lower_case": false,
|
| 40 |
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"eos_token": "</s>",
|
| 41 |
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|
| 42 |
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|
| 43 |
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"processor_class": "Wav2Vec2Processor",
|
| 44 |
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|
| 45 |
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"target_lang": null,
|
| 46 |
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
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|
| 48 |
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|
| 49 |
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"unk_token": "[UNK]",
|
| 50 |
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"word_delimiter_token": "|"
|
| 51 |
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|
checkpoint-1069020/trainer_state.json
ADDED
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The diff for this file is too large to render.
See raw diff
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checkpoint-1069020/training_args.bin
ADDED
|
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size 4664
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checkpoint-1069020/vocab.json
ADDED
|
@@ -0,0 +1,5413 @@
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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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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">": 16,
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 48 |
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|
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|
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|
| 2013 |
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|
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|
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|
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|
| 2017 |
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|
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|
| 2020 |
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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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|
| 5394 |
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|
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|
| 5396 |
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|
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|
| 5398 |
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|
| 5399 |
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|
| 5400 |
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|
| 5401 |
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|
| 5402 |
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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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|
| 5412 |
+
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|
| 5413 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,117 @@
|
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|
|
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|
|
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|
|
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|
|
|
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|
|
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|
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|
|
|
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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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|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/home/server/basemodel",
|
| 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": true,
|
| 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": 5410,
|
| 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": "4.36.2",
|
| 114 |
+
"use_weighted_layer_sum": false,
|
| 115 |
+
"vocab_size": 5413,
|
| 116 |
+
"xvector_output_dim": 512
|
| 117 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d03b40fe3ba9d00bb1f0e8904e680e406490234b8cdf985cf15d129c72bba585
|
| 3 |
+
size 1284000820
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
}
|
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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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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|
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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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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"5409": {
|
| 4 |
+
"content": "[UNK]",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": true,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"5410": {
|
| 12 |
+
"content": "[PAD]",
|
| 13 |
+
"lstrip": true,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": true,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": false
|
| 18 |
+
},
|
| 19 |
+
"5411": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"5412": {
|
| 28 |
+
"content": "</s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"bos_token": "<s>",
|
| 37 |
+
"clean_up_tokenization_spaces": true,
|
| 38 |
+
"config": null,
|
| 39 |
+
"do_lower_case": false,
|
| 40 |
+
"eos_token": "</s>",
|
| 41 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 42 |
+
"pad_token": "[PAD]",
|
| 43 |
+
"processor_class": "Wav2Vec2Processor",
|
| 44 |
+
"replace_word_delimiter_char": " ",
|
| 45 |
+
"target_lang": null,
|
| 46 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 47 |
+
"tokenizer_type": "wav2vec2",
|
| 48 |
+
"trust_remote_code": false,
|
| 49 |
+
"unk_token": "[UNK]",
|
| 50 |
+
"word_delimiter_token": "|"
|
| 51 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 1.5424620530493403,
|
| 4 |
+
"train_runtime": 741000.9892,
|
| 5 |
+
"train_samples": 570146,
|
| 6 |
+
"train_samples_per_second": 23.083,
|
| 7 |
+
"train_steps_per_second": 1.443
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8242a733753b17c51083eaa214870af638bce265a5cc42f930e50077d8a84f8d
|
| 3 |
+
size 4664
|
vocab.json
ADDED
|
@@ -0,0 +1,5413 @@
|
|
|
|
|
|
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|
|
|
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| 1810 |
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| 1813 |
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| 1821 |
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| 1822 |
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| 1823 |
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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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|
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|
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|
| 1846 |
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| 5411 |
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