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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-large-v3
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - common_voice_13_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: openai/whisper-large-v3
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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: common_voice_13_0
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+ type: common_voice_13_0
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+ config: gl
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+ split: test
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+ args: gl
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 5.008278145695364
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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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+ # openai/whisper-large-v3
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+
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+ This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the common_voice_13_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2940
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+ - Wer: 5.0083
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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: 32
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 64
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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: 20000
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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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+ | 0.0176 | 5.0 | 1000 | 0.1563 | 5.2514 |
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+ | 0.004 | 10.0 | 2000 | 0.1884 | 5.5653 |
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+ | 0.0039 | 15.0 | 3000 | 0.2052 | 5.5377 |
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+ | 0.0033 | 20.0 | 4000 | 0.2054 | 5.2997 |
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+ | 0.0012 | 25.0 | 5000 | 0.2115 | 5.1031 |
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+ | 0.001 | 30.0 | 6000 | 0.2195 | 5.2394 |
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+ | 0.001 | 35.0 | 7000 | 0.2257 | 5.3446 |
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+ | 0.001 | 40.0 | 8000 | 0.2178 | 5.4015 |
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+ | 0.0008 | 45.0 | 9000 | 0.2250 | 5.4705 |
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+ | 0.0008 | 50.0 | 10000 | 0.2320 | 5.2946 |
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+ | 0.0002 | 55.0 | 11000 | 0.2368 | 5.3515 |
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+ | 0.0 | 60.0 | 12000 | 0.2551 | 5.0997 |
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+ | 0.0 | 65.0 | 13000 | 0.2634 | 5.0738 |
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+ | 0.0 | 70.0 | 14000 | 0.2697 | 5.0359 |
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+ | 0.0 | 75.0 | 15000 | 0.2752 | 5.0186 |
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+ | 0.0 | 80.0 | 16000 | 0.2804 | 5.0066 |
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+ | 0.0 | 85.0 | 17000 | 0.2852 | 4.9859 |
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+ | 0.0 | 90.0 | 18000 | 0.2894 | 4.9893 |
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+ | 0.0 | 95.0 | 19000 | 0.2927 | 5.0014 |
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+ | 0.0 | 100.0 | 20000 | 0.2940 | 5.0083 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.2.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
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