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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-medium
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - bleu
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+ model-index:
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+ - name: w-train-medium-Punjabi-4-0-2000-1e-05-8-8-500
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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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+ # w-train-medium-Punjabi-4-0-2000-1e-05-8-8-500
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+
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+ This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3046
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+ - Bleu: 29.3147
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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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+ - 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: 200
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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 | Bleu |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | 0.0564 | 3.18 | 500 | 1.0654 | 26.3435 |
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+ | 0.0064 | 6.37 | 1000 | 1.1987 | 29.7507 |
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+ | 0.0009 | 9.55 | 1500 | 1.2901 | 29.5279 |
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+ | 0.0006 | 12.74 | 2000 | 1.3046 | 29.3147 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.0
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+ - Pytorch 2.0.0+cu117
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
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