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  1. README.md +72 -0
  2. generation_config.json +102 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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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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+ datasets:
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+ - arrow
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+ model-index:
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+ - name: whisper-tiny-multitask-hf-200k-ep10_practice_0805
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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-tiny-multitask-hf-200k-ep10_practice_0805
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+
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+ This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the arrow dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0082
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+ - Cer: 100.0
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+ - Acc: 1.0
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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: 5e-05
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+ - train_batch_size: 128
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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: 1000
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+ - num_epochs: 10
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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 | Acc |
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+ |:-------------:|:-----:|:-----:|:---------------:|:-----:|:---:|
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+ | 0.54 | 1.0 | 1584 | 0.2232 | 100.0 | 1.0 |
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+ | 0.1377 | 2.0 | 3168 | 0.0907 | 100.0 | 1.0 |
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+ | 0.0538 | 3.0 | 4752 | 0.0473 | 100.0 | 1.0 |
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+ | 0.0286 | 4.0 | 6336 | 0.0309 | 100.0 | 1.0 |
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+ | 0.0178 | 5.0 | 7920 | 0.0214 | 100.0 | 1.0 |
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+ | 0.011 | 6.0 | 9504 | 0.0167 | 100.0 | 1.0 |
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+ | 0.008 | 7.0 | 11088 | 0.0130 | 100.0 | 1.0 |
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+ | 0.0055 | 8.0 | 12672 | 0.0115 | 100.0 | 1.0 |
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+ | 0.0038 | 9.0 | 14256 | 0.0094 | 100.0 | 1.0 |
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+ | 0.0027 | 10.0 | 15840 | 0.0082 | 100.0 | 1.0 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.2
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.0
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