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End of training

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  1. README.md +36 -4
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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-small
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  tags:
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  - generated_from_trainer
 
 
 
 
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  model-index:
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- - name: whisper-small-hi-test
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- results: []
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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  [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/neuronbit-tech/hindi-test-finetune-whisper-small/runs/c1c1hfzg)
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- # whisper-small-hi-test
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- This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on an unknown dataset.
 
 
 
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  ## Model description
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@@ -44,6 +66,16 @@ The following hyperparameters were used during training:
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  - training_steps: 4000
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - Transformers 4.45.2
 
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  ---
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  library_name: transformers
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+ language:
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+ - hi
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  license: apache-2.0
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  base_model: openai/whisper-small
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  tags:
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  - generated_from_trainer
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+ datasets:
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+ - mozilla-foundation/common_voice_11_0
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+ metrics:
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+ - wer
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  model-index:
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+ - name: Whisper Small Hi - Gokul
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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 11.0
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+ type: mozilla-foundation/common_voice_11_0
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+ config: hi
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+ split: None
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+ args: 'config: hi, split: test'
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 32.38381444171675
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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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  [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/neuronbit-tech/hindi-test-finetune-whisper-small/runs/c1c1hfzg)
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+ # Whisper Small Hi - Gokul
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4393
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+ - Wer: 32.3838
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  ## Model description
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  - training_steps: 4000
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  - mixed_precision_training: Native AMP
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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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+ | 0.0919 | 2.4450 | 1000 | 0.2983 | 35.0885 |
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+ | 0.0204 | 4.8900 | 2000 | 0.3562 | 33.6705 |
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+ | 0.0014 | 7.3350 | 3000 | 0.4152 | 32.4134 |
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+ | 0.0005 | 9.7800 | 4000 | 0.4393 | 32.3838 |
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+
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+
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  ### Framework versions
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  - Transformers 4.45.2