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End of training

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  1. README.md +87 -0
  2. generation_config.json +256 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ language:
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+ - tr
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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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+ - hf-asr-leaderboard
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+ - generated_from_trainer
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+ datasets:
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+ - fleurs
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: Whisper Base Turkish 8000 - Chee Li
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: Google Fleurs
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+ type: fleurs
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+ config: tr_tr
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+ split: None
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+ args: 'config: tr split: test'
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 25.847853142501553
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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 Turkish 8000 - Chee Li
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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 Google Fleurs dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5649
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+ - Wer: 25.8479
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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: 850
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+ - training_steps: 8000
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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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+ | 0.1634 | 5.5866 | 1000 | 0.4092 | 24.8833 |
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+ | 0.0075 | 11.1732 | 2000 | 0.4509 | 24.2066 |
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+ | 0.0024 | 16.7598 | 3000 | 0.4874 | 24.1910 |
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+ | 0.0012 | 22.3464 | 4000 | 0.5125 | 24.3777 |
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+ | 0.0008 | 27.9330 | 5000 | 0.5305 | 24.5644 |
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+ | 0.0005 | 33.5196 | 6000 | 0.5473 | 24.8289 |
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+ | 0.0004 | 39.1061 | 7000 | 0.5592 | 24.9922 |
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+ | 0.0003 | 44.6927 | 8000 | 0.5649 | 25.8479 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.43.4
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+ - Pytorch 2.3.1+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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