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  1. README.md +79 -0
  2. generation_config.json +247 -0
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-base
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: whisper-base-me
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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-base-me
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+
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+ This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.1443
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+ - Mazanderani Wer: 1.1377
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+ - Mazanderani Cer: 0.7784
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+ - Gilaki Wer: 1.2232
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+ - Gilaki Cer: 0.8535
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+ - Zazaki Wer: 1.2574
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+ - Zazaki Cer: 0.8634
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+ - Laki Kurdish Wer: 1.0568
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+ - Laki Kurdish Cer: 0.8054
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+ - Talysh Wer: 1.0
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+ - Talysh Cer: 0.8333
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+ - Hawrami Wer: 1.0632
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+ - Hawrami Cer: 0.7705
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+ - Southern Kurdish Wer: 1.6039
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+ - Southern Kurdish Cer: 1.0439
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+ - Avg Wer: 1.1917
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+ - Avg Cer: 0.8498
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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: 256
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+ - eval_batch_size: 128
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+ - seed: 42
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+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 100
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+ - num_epochs: 4.0
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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 | Mazanderani Wer | Mazanderani Cer | Gilaki Wer | Gilaki Cer | Zazaki Wer | Zazaki Cer | Laki Kurdish Wer | Laki Kurdish Cer | Talysh Wer | Talysh Cer | Hawrami Wer | Hawrami Cer | Southern Kurdish Wer | Southern Kurdish Cer | Avg Wer | Avg Cer |
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+ |:-------------:|:-----:|:----:|:---------------:|:---------------:|:---------------:|:----------:|:----------:|:----------:|:----------:|:----------------:|:----------------:|:----------:|:----------:|:-----------:|:-----------:|:--------------------:|:--------------------:|:-------:|:-------:|
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+ | No log | 1.0 | 4 | 4.3810 | 1.4671 | 1.0317 | 1.3956 | 1.0145 | 1.2574 | 0.8624 | 1.0669 | 0.8138 | 1.0 | 0.875 | 1.0632 | 0.7736 | 1.6118 | 1.0330 | 1.2660 | 0.9149 |
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+ | No log | 2.0 | 8 | 4.3746 | 1.4671 | 1.0430 | 1.2142 | 0.8587 | 1.2574 | 0.8609 | 1.0649 | 0.8070 | 1.0 | 0.875 | 1.0632 | 0.7736 | 1.6098 | 1.0326 | 1.2395 | 0.8930 |
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+ | No log | 3.0 | 12 | 4.3250 | 1.4611 | 1.0388 | 1.2178 | 0.8595 | 1.2574 | 0.8609 | 1.0629 | 0.8086 | 1.0 | 0.8333 | 1.0675 | 0.7744 | 1.6078 | 1.0326 | 1.2392 | 0.8869 |
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+ | No log | 4.0 | 16 | 4.1443 | 1.1377 | 0.7784 | 1.2232 | 0.8535 | 1.2574 | 0.8634 | 1.0568 | 0.8054 | 1.0 | 0.8333 | 1.0632 | 0.7705 | 1.6039 | 1.0439 | 1.1917 | 0.8498 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.49.0.dev0
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.2.0
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+ - Tokenizers 0.21.0
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