End of training
Browse files- README.md +2 -30
- checkpoint_1000/config.json +61 -0
- checkpoint_1000/generation_config.json +254 -0
- checkpoint_1000/model.safetensors +3 -0
- checkpoint_1000/optimizer.pt +3 -0
- checkpoint_1000/preprocessor_config.json +14 -0
- checkpoint_1000/rng_state.pth +3 -0
- checkpoint_1000/scheduler.pt +3 -0
- checkpoint_1000/trainer_state.json +322 -0
- checkpoint_1000/training_args.bin +3 -0
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
CHANGED
@@ -8,24 +8,9 @@ tags:
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- generated_from_trainer
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datasets:
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- mozilla-foundation/common_voice_11_0
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metrics:
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- wer
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model-index:
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- name: Whisper Small AZ - Balakishiyev Ali
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: Common Voice 11.0
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type: mozilla-foundation/common_voice_11_0
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config: az
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split: None
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args: 'config: az, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 57.57575757575758
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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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# Whisper Small AZ - Balakishiyev Ali
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1971
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- Wer: 57.5758
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## Model description
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- optimizer: Use OptimizerNames.ADAMW_TORCH 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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- lr_scheduler_warmup_steps: 500
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- training_steps:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:------:|:----:|:---------------:|:-------:|
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| 0.0001 | 250.0 | 1000 | 1.0531 | 53.9394 |
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| 0.0 | 500.0 | 2000 | 1.1288 | 56.3636 |
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| 0.0 | 750.0 | 3000 | 1.1782 | 58.1818 |
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| 0.0 | 1000.0 | 4000 | 1.1971 | 57.5758 |
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### Framework versions
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- Transformers 4.48.3
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- generated_from_trainer
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datasets:
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- mozilla-foundation/common_voice_11_0
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model-index:
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- name: Whisper Small AZ - Balakishiyev Ali
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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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# Whisper Small AZ - Balakishiyev Ali
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20 |
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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## Model description
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- optimizer: Use OptimizerNames.ADAMW_TORCH 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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- lr_scheduler_warmup_steps: 500
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+
- training_steps: 2000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.48.3
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checkpoint_1000/config.json
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{
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"_name_or_path": "openai/whisper-small",
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"apply_spec_augment": false,
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"architectures": [
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"WhisperForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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"begin_suppress_tokens": null,
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"bos_token_id": 50257,
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"classifier_proj_size": 256,
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"d_model": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 12,
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"decoder_start_token_id": 50258,
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"dropout": 0.0,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 12,
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"eos_token_id": 50257,
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"forced_decoder_ids": [
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[
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50259
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],
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[
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],
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[
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"max_length": null,
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"max_source_positions": 1500,
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"max_target_positions": 448,
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"median_filter_width": 7,
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"model_type": "whisper",
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"num_hidden_layers": 12,
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"num_mel_bins": 80,
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"pad_token_id": 50257,
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"scale_embedding": false,
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"torch_dtype": "float32",
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"transformers_version": "4.48.3",
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"use_cache": true,
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"use_weighted_layer_sum": false,
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"vocab_size": 51865
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}
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checkpoint_1000/generation_config.json
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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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|
102 |
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|
103 |
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|
104 |
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|
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|
106 |
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|
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|
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|
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|
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|
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|
113 |
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|
114 |
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|
115 |
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|
116 |
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|
117 |
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|
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|
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|
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},
|
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"language": "azerbaijani",
|
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|
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|
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|
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|
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