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End of training

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README.md ADDED
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+ ---
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+ language:
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+ - zh
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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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+ - hf-asr-leaderboard
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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 tiny epoch test - Perrie
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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 epoch test - Perrie
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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 Common Voice 11.0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4754
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+ - Cer: 57.5895
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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: 4
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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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: 700
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+ - num_epochs: 10
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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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+ | 0.4064 | 0.99 | 700 | 0.4476 | 33.9306 |
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+ | 0.3595 | 1.99 | 1400 | 0.4218 | 29.0735 |
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+ | 0.2349 | 2.98 | 2100 | 0.4197 | 25.9553 |
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+ | 0.1507 | 3.97 | 2800 | 0.4237 | 25.9104 |
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+ | 0.1003 | 4.96 | 3500 | 0.4309 | 35.9495 |
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+ | 0.0601 | 5.96 | 4200 | 0.4442 | 29.8821 |
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+ | 0.0481 | 6.95 | 4900 | 0.4551 | 36.7132 |
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+ | 0.0296 | 7.94 | 5600 | 0.4640 | 38.9224 |
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+ | 0.0207 | 8.94 | 6300 | 0.4721 | 47.1645 |
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+ | 0.0169 | 9.93 | 7000 | 0.4754 | 57.5895 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.0.dev0
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+ - Pytorch 1.12.1
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
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