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End of training

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README.md CHANGED
@@ -7,24 +7,9 @@ tags:
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  - generated_from_trainer
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  datasets:
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  - PolyAI/minds14
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- metrics:
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- - wer
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  model-index:
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  - name: Whisper tiny
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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: minds14
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- type: PolyAI/minds14
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- config: en-US
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- split: train
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- args: en-US
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- metrics:
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- - name: Wer
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- type: wer
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- value: 32.88075560802833
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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
@@ -34,9 +19,14 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the minds14 dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6734
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- - Wer Ortho: 32.6959
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- - Wer: 32.8808
 
 
 
 
 
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  ## Model description
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@@ -65,28 +55,6 @@ The following hyperparameters were used during training:
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  - training_steps: 225
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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 Ortho | Wer |
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- |:-------------:|:-----:|:----:|:---------------:|:---------:|:-------:|
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- | 2.8035 | 0.25 | 14 | 0.7206 | 42.1345 | 40.4368 |
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- | 0.5469 | 0.5 | 28 | 0.5327 | 36.0888 | 36.3046 |
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- | 0.4968 | 0.75 | 42 | 0.5195 | 34.7933 | 34.7107 |
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- | 0.5012 | 1.0 | 56 | 0.5551 | 33.5595 | 33.7072 |
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- | 0.1879 | 1.25 | 70 | 0.5353 | 31.5854 | 31.4640 |
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- | 0.239 | 1.5 | 84 | 0.5303 | 37.4460 | 40.6139 |
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- | 0.2082 | 1.75 | 98 | 0.5565 | 31.0302 | 31.2279 |
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- | 0.2244 | 2.0 | 112 | 0.5540 | 28.5626 | 28.6305 |
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- | 0.0679 | 2.25 | 126 | 0.5759 | 28.5009 | 28.6305 |
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- | 0.0637 | 2.5 | 140 | 0.6192 | 50.7094 | 54.0732 |
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- | 0.072 | 2.75 | 154 | 0.6093 | 31.2770 | 30.9327 |
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- | 0.0506 | 3.0 | 168 | 0.6302 | 35.2869 | 35.5372 |
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- | 0.029 | 3.25 | 182 | 0.6299 | 33.4978 | 33.5891 |
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- | 0.0405 | 3.5 | 196 | 0.6159 | 30.1049 | 30.4014 |
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- | 0.022 | 3.75 | 210 | 0.6441 | 30.7218 | 30.9917 |
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- | 0.0332 | 4.0 | 224 | 0.6734 | 32.6959 | 32.8808 |
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-
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-
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  ### Framework versions
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  - Transformers 4.40.2
 
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  - generated_from_trainer
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  datasets:
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  - PolyAI/minds14
 
 
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  model-index:
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  - name: Whisper tiny
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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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  This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the minds14 dataset.
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  It achieves the following results on the evaluation set:
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+ - eval_loss: 0.5911
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+ - eval_wer_ortho: 0.3134
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+ - eval_wer: 0.3158
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+ - eval_runtime: 29.9977
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+ - eval_samples_per_second: 3.767
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+ - eval_steps_per_second: 0.5
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+ - epoch: 0.5
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+ - step: 28
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  ## Model description
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  - training_steps: 225
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - Transformers 4.40.2
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