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End of training

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  1. README.md +74 -0
  2. generation_config.json +265 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ language:
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+ - zh
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+ base_model: sit-justin/whisper-small-test
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - custom_datset
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+ model-index:
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+ - name: Whisper Small Chinese MOE Response
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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 Small Chinese MOE Response
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+
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+ This model is a fine-tuned version of [sit-justin/whisper-small-test](https://huggingface.co/sit-justin/whisper-small-test) on the MOE Response Chinese dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0158
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+ - Cer: 2.5487
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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: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 16
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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: 250
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+ - training_steps: 2000
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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 | Cer |
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+ |:-------------:|:------:|:----:|:---------------:|:------:|
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+ | 0.0804 | 0.5405 | 200 | 0.0771 | 5.5753 |
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+ | 0.0695 | 1.0811 | 400 | 0.0632 | 5.4650 |
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+ | 0.0374 | 1.6216 | 600 | 0.0467 | 4.6808 |
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+ | 0.0228 | 2.1622 | 800 | 0.0439 | 4.9994 |
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+ | 0.0142 | 2.7027 | 1000 | 0.0339 | 3.4310 |
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+ | 0.0068 | 3.2432 | 1200 | 0.0257 | 5.1587 |
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+ | 0.005 | 3.7838 | 1400 | 0.0216 | 2.7815 |
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+ | 0.0019 | 4.3243 | 1600 | 0.0176 | 2.3772 |
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+ | 0.0023 | 4.8649 | 1800 | 0.0158 | 2.5242 |
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+ | 0.0012 | 5.4054 | 2000 | 0.0158 | 2.5487 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.42.3
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+ - Pytorch 2.3.1+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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