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End of training

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  1. README.md +84 -0
  2. generation_config.json +248 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ language:
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+ - multilingual
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+ license: apache-2.0
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+ base_model: openai/whisper-medium
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+ tags:
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+ - hf-asr-leaderboard
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+ - generated_from_trainer
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+ datasets:
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+ - mozilla-foundation/common_voice_16_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: Whisper medium nan-tw
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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 16.0
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+ type: mozilla-foundation/common_voice_16_0
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+ config: nan-tw
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+ split: test
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+ args: 'config: nan-tw, split: test'
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 100.17785682525566
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+ ---
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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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+
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+ # Whisper medium nan-tw
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+
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+ This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Common Voice 16.0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.0525
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+ - Wer: 100.1779
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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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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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - training_steps: 5000
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.182 | 3.05 | 1000 | 0.9951 | 100.5780 |
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+ | 0.0087 | 6.1 | 2000 | 1.0259 | 100.0889 |
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+ | 0.004 | 9.15 | 3000 | 1.0234 | 100.0445 |
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+ | 0.0002 | 12.2 | 4000 | 1.0484 | 100.1334 |
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+ | 0.0002 | 15.24 | 5000 | 1.0525 | 100.1779 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.1
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
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