shreyasdesaisuperU commited on
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End of training

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README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: openai/whisper-large
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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 Large SSD superU
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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 Large SSD superU
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+
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+ This model is a fine-tuned version of [openai/whisper-large](https://huggingface.co/openai/whisper-large) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.2685
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+ - Wer: 166.6349
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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: 16
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+ - eval_batch_size: 8
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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: 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 | Wer |
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+ |:-------------:|:------:|:----:|:---------------:|:--------:|
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+ | 4.1121 | 3.125 | 100 | 3.5671 | 154.6120 |
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+ | 2.6613 | 6.25 | 200 | 2.8860 | 158.7150 |
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+ | 1.8679 | 9.375 | 300 | 2.8342 | 143.7977 |
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+ | 1.1096 | 12.5 | 400 | 3.0283 | 167.7163 |
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+ | 0.563 | 15.625 | 500 | 3.2773 | 167.3982 |
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+ | 0.2032 | 18.75 | 600 | 3.4815 | 167.4618 |
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+ | 0.0899 | 21.875 | 700 | 3.6164 | 151.9720 |
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+ | 0.0431 | 25.0 | 800 | 3.7659 | 154.4211 |
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+ | 0.0262 | 28.125 | 900 | 3.8327 | 188.4860 |
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+ | 0.0264 | 31.25 | 1000 | 3.8547 | 173.1234 |
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+ | 0.0118 | 34.375 | 1100 | 3.9458 | 184.9237 |
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+ | 0.0076 | 37.5 | 1200 | 4.0480 | 178.3079 |
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+ | 0.0036 | 40.625 | 1300 | 4.1518 | 159.7964 |
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+ | 0.0014 | 43.75 | 1400 | 4.1739 | 164.6310 |
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+ | 0.0011 | 46.875 | 1500 | 4.2014 | 173.6641 |
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+ | 0.001 | 50.0 | 1600 | 4.2262 | 147.2646 |
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+ | 0.001 | 53.125 | 1700 | 4.2510 | 159.1921 |
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+ | 0.0009 | 56.25 | 1800 | 4.2570 | 168.0025 |
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+ | 0.0009 | 59.375 | 1900 | 4.2650 | 166.7621 |
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+ | 0.0008 | 62.5 | 2000 | 4.2685 | 166.6349 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.2
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+ - Pytorch 2.4.0+cu121
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+ - Datasets 2.21.0
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+ - Tokenizers 0.19.1
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