End of training
Browse files- README.md +19 -8
- generation_config.json +0 -1
README.md
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base_model: openai/whisper-tiny
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tags:
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- generated_from_trainer
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model-index:
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- name: whisper-tiny-akan
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results: []
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 101.6449
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- eval_samples_per_second: 1.968
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- eval_steps_per_second: 0.246
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- epoch: 20.0
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- step: 500
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size:
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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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 4.44.2
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base_model: openai/whisper-tiny
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: whisper-tiny-akan
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results: []
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1400
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- Wer: 49.1687
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- training_steps: 2000
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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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| 0.3923 | 5.0 | 250 | 0.8148 | 61.9777 |
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| 0.1045 | 10.0 | 500 | 0.9445 | 53.9829 |
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| 0.0414 | 15.0 | 750 | 1.0241 | 49.9639 |
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| 0.0187 | 20.0 | 1000 | 1.0862 | 51.7999 |
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| 0.0089 | 25.0 | 1250 | 1.1386 | 51.1927 |
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| 0.0025 | 30.0 | 1500 | 1.1284 | 49.1832 |
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| 0.0004 | 35.0 | 1750 | 1.1355 | 48.7061 |
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| 0.0004 | 40.0 | 2000 | 1.1400 | 49.1687 |
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### Framework versions
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- Transformers 4.44.2
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generation_config.json
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],
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"dropout": 0.1,
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"eos_token_id": 50257,
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"is_multilingual": true,
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"lang_to_id": {
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],
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"eos_token_id": 50257,
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"is_multilingual": true,
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"lang_to_id": {
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