Training complete - Strict Armenian WER: 42%
Browse files- README.md +58 -0
- config.json +47 -0
- generation_config.json +12 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +0 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer_config.json +45 -0
- trainer_state.json +664 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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+
---
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library_name: transformers
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language:
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- hy
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tags:
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- asr
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- audio
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- speech
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- whisper
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- low-resource
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- generated_from_trainer
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datasets:
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- Chillarmo/common_voice_20_armenian
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- mozilla-foundation/common_voice_20_0
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model-index:
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- name: checkpoint_9000
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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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# checkpoint_9000
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This model was trained from scratch on the Common Voice 20.0 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: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.56.2
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- Pytorch 2.8.0+cu129
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| 57 |
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- Datasets 3.5.0
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| 58 |
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- Tokenizers 0.22.1
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config.json
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{
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| 2 |
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"activation_dropout": 0.0,
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| 3 |
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"activation_function": "gelu",
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| 4 |
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"apply_spec_augment": false,
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| 5 |
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"architectures": [
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| 6 |
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"WhisperForConditionalGeneration"
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| 7 |
+
],
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| 8 |
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"attention_dropout": 0.0,
|
| 9 |
+
"begin_suppress_tokens": null,
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| 10 |
+
"bos_token_id": 1,
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| 11 |
+
"classifier_proj_size": 256,
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| 12 |
+
"d_model": 384,
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| 13 |
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"decoder_attention_heads": 6,
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| 14 |
+
"decoder_ffn_dim": 1024,
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| 15 |
+
"decoder_layerdrop": 0.0,
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| 16 |
+
"decoder_layers": 2,
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| 17 |
+
"decoder_start_token_id": 1,
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| 18 |
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"dropout": 0.0,
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| 19 |
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"dtype": "float16",
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| 20 |
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"encoder_attention_heads": 6,
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| 21 |
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"encoder_ffn_dim": 1536,
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| 22 |
+
"encoder_layerdrop": 0.0,
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| 23 |
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"encoder_layers": 4,
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| 24 |
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"eos_token_id": 2,
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| 25 |
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"forced_decoder_ids": null,
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| 26 |
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"init_std": 0.02,
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| 27 |
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"is_encoder_decoder": true,
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| 28 |
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"mask_feature_length": 10,
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| 29 |
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"mask_feature_min_masks": 0,
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| 30 |
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"mask_feature_prob": 0.0,
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| 31 |
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"mask_time_length": 10,
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| 32 |
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"mask_time_min_masks": 2,
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| 33 |
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"mask_time_prob": 0.05,
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| 34 |
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"max_length": null,
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| 35 |
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"max_source_positions": 1500,
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| 36 |
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"max_target_positions": 448,
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| 37 |
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"median_filter_width": 7,
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| 38 |
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"model_type": "whisper",
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| 39 |
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"num_hidden_layers": 4,
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| 40 |
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"num_mel_bins": 80,
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| 41 |
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"pad_token_id": 0,
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| 42 |
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"scale_embedding": false,
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| 43 |
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"transformers_version": "4.56.2",
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| 44 |
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"use_cache": true,
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| 45 |
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"use_weighted_layer_sum": false,
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| 46 |
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"vocab_size": 5000
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}
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generation_config.json
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{
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| 2 |
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"begin_suppress_tokens": [],
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| 3 |
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"bos_token_id": 1,
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| 4 |
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"decoder_start_token_id": 1,
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| 5 |
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"eos_token_id": 2,
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| 6 |
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"forced_decoder_ids": null,
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| 7 |
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"max_length": 448,
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| 8 |
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"pad_token_id": 0,
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| 9 |
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"suppress_tokens": [],
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| 10 |
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"transformers_version": "4.56.2",
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| 11 |
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"vocab_size": 5000
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| 12 |
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:26f33a614a6e03eb2afbe7277fd9511446ce241dce7f1a70e23756b7b0fe7cbd
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size 28504056
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:522cb173c1edaed339d0d2a44d3d383f4981a84159179948b3cad975dccebc86
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size 48340299
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preprocessor_config.json
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5ac7846d433abea5c16b7eeb3755a7faf76de4592a9b9d134ab5685daa27b433
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size 14645
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:56410013d5a6584db199c4b19fe4268f15b8b3cb219a0f37341404083055bc16
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size 1383
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:6b11393457f05d4fbe28bb082192a3c5fbb59c96c0a7126f55f48cbb3b145578
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size 1465
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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| 5 |
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"normalized": false,
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| 6 |
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"rstrip": false,
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| 7 |
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"single_word": false
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| 8 |
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},
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| 9 |
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"eos_token": {
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| 10 |
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"content": "</s>",
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| 11 |
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"lstrip": false,
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| 12 |
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"normalized": false,
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| 13 |
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"rstrip": false,
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| 14 |
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"single_word": false
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| 15 |
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},
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| 16 |
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"pad_token": "<pad>",
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| 17 |
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"unk_token": {
|
| 18 |
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"content": "<unk>",
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| 19 |
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"lstrip": false,
|
| 20 |
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"normalized": false,
|
| 21 |
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"rstrip": false,
|
| 22 |
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"single_word": false
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| 23 |
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}
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| 24 |
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}
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tokenizer.json
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tokenizer_config.json
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{
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| 2 |
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"add_prefix_space": false,
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| 3 |
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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"content": "<pad>",
|
| 6 |
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"lstrip": false,
|
| 7 |
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"normalized": false,
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| 8 |
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"rstrip": false,
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| 9 |
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"single_word": false,
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| 10 |
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"special": true
|
| 11 |
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},
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| 12 |
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"1": {
|
| 13 |
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"content": "<s>",
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| 14 |
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"lstrip": false,
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| 15 |
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"normalized": false,
|
| 16 |
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"rstrip": false,
|
| 17 |
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"single_word": false,
|
| 18 |
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"special": true
|
| 19 |
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},
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| 20 |
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"2": {
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| 21 |
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"content": "</s>",
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| 22 |
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"lstrip": false,
|
| 23 |
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"normalized": false,
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| 24 |
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"rstrip": false,
|
| 25 |
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"single_word": false,
|
| 26 |
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"special": true
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| 27 |
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},
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| 28 |
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"3": {
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| 29 |
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"content": "<unk>",
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| 30 |
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"lstrip": false,
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| 31 |
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"normalized": false,
|
| 32 |
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"rstrip": false,
|
| 33 |
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"single_word": false,
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| 34 |
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"special": true
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| 35 |
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}
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| 36 |
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},
|
| 37 |
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"bos_token": "<s>",
|
| 38 |
+
"clean_up_tokenization_spaces": false,
|
| 39 |
+
"eos_token": "</s>",
|
| 40 |
+
"extra_special_tokens": {},
|
| 41 |
+
"model_max_length": 448,
|
| 42 |
+
"pad_token": "<pad>",
|
| 43 |
+
"tokenizer_class": "WhisperTokenizer",
|
| 44 |
+
"unk_token": "<unk>"
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| 45 |
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}
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trainer_state.json
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