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End of training

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  1. README.md +72 -0
  2. generation_config.json +247 -0
README.md ADDED
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+ ---
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+ language:
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+ - eng
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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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+ metrics:
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+ - wer
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+ model-index:
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+ - name: Whisper Tiny AlphaDigit Decoder Finetune 10k Clean
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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 AlphaDigit Decoder Finetune 10k Clean
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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 an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0615
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+ - Wer: 58.8931
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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: 32
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+ - eval_batch_size: 16
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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: 10000
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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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+ | 0.0987 | 0.51 | 1000 | 0.0878 | 90.7605 |
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+ | 0.0745 | 1.03 | 2000 | 0.0737 | 91.3320 |
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+ | 0.0647 | 1.54 | 3000 | 0.0689 | 83.4997 |
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+ | 0.063 | 2.05 | 4000 | 0.0676 | 79.2696 |
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+ | 0.0498 | 2.56 | 5000 | 0.0655 | 69.8125 |
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+ | 0.0511 | 3.08 | 6000 | 0.0634 | 69.5636 |
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+ | 0.0373 | 3.59 | 7000 | 0.0623 | 65.4287 |
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+ | 0.0361 | 4.1 | 8000 | 0.0619 | 61.4768 |
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+ | 0.0465 | 4.61 | 9000 | 0.0617 | 59.5491 |
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+ | 0.0376 | 5.13 | 10000 | 0.0615 | 58.8931 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
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