End of training
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README.md
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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: id
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split: None
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args: 'config: id, split: test'
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metrics:
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- name: Wer
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type: wer
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value:
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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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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) 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.
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- Wer:
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 32
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Use 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:
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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
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| 1.
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### Framework versions
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- Transformers 4.46.
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- Pytorch 2.5.1+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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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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args: 'config: id, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 65.57659208261619
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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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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) 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: 1.0871
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- Wer: 65.5766
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 32
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Use 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: 100
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- training_steps: 1000
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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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| 1.1857 | 1.5873 | 100 | 0.9525 | 64.8881 |
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| 0.5773 | 3.1746 | 200 | 0.9205 | 59.1222 |
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| 0.2841 | 4.7619 | 300 | 0.9536 | 59.2943 |
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| 0.138 | 6.3492 | 400 | 0.9851 | 54.3890 |
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| 0.0694 | 7.9365 | 500 | 1.0057 | 59.6386 |
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| 0.0339 | 9.5238 | 600 | 1.0530 | 64.8021 |
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| 0.0195 | 11.1111 | 700 | 1.0620 | 61.1876 |
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| 0.013 | 12.6984 | 800 | 1.0752 | 57.1429 |
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| 0.0106 | 14.2857 | 900 | 1.0827 | 65.4045 |
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| 0.0097 | 15.8730 | 1000 | 1.0871 | 65.5766 |
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### Framework versions
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- Transformers 4.46.2
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- Pytorch 2.5.1+cu121
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- Tokenizers 0.20.3
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generation_config.json
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"transcribe": 50359,
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"translate": 50358
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},
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"transformers_version": "4.46.
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}
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"transcribe": 50359,
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"translate": 50358
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},
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"transformers_version": "4.46.2"
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}
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model.safetensors
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runs/Nov25_04-10-27_d7d12cdf42f6/events.out.tfevents.1732507839.d7d12cdf42f6.1311.0
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