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End of training

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  1. README.md +70 -0
  2. generation_config.json +255 -0
README.md ADDED
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+ ---
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+ language:
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+ - yue
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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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+ - 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 medium 12
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+ results: []
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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 12
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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 mozilla-foundation/common_voice_11_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3270
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+ - Cer: 42.0122
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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: 0.0001
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
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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: 100
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+ - training_steps: 8000
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Cer |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | 0.8931 | 1.52 | 1000 | 1.0926 | 48.9439 |
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+ | 0.3041 | 3.03 | 2000 | 1.1069 | 49.5474 |
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+ | 0.1319 | 4.55 | 3000 | 1.1925 | 45.4016 |
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+ | 0.0324 | 6.06 | 4000 | 1.2592 | 44.3186 |
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+ | 0.0245 | 7.58 | 5000 | 1.3014 | 44.2359 |
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+ | 0.0061 | 9.09 | 6000 | 1.3185 | 43.3472 |
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+ | 0.0031 | 10.61 | 7000 | 1.3266 | 42.2767 |
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+ | 0.0007 | 12.12 | 8000 | 1.3270 | 42.0122 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.32.0.dev0
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
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