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End of training

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README.md CHANGED
@@ -6,24 +6,9 @@ tags:
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  - generated_from_trainer
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  datasets:
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  - marsyas/gtzan
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- metrics:
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- - accuracy
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  model-index:
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  - name: distilhubert-finetuned-gtzan
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- results:
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- - task:
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- name: Audio Classification
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- type: audio-classification
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- dataset:
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- name: GTZAN
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- type: marsyas/gtzan
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- config: all
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- split: train
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- args: all
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- metrics:
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- - name: Accuracy
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- type: accuracy
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- value: 0.82
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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
@@ -32,9 +17,6 @@ should probably proofread and complete it, then remove this comment. -->
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  # distilhubert-finetuned-gtzan
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  This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the GTZAN dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.8674
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- - Accuracy: 0.82
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  ## Model description
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@@ -63,27 +45,6 @@ The following hyperparameters were used during training:
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  - num_epochs: 15
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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 | Accuracy |
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- |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 1.9696 | 1.0 | 150 | 1.9509 | 0.46 |
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- | 1.1971 | 2.0 | 300 | 1.2878 | 0.66 |
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- | 0.8494 | 3.0 | 450 | 0.9024 | 0.74 |
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- | 0.6418 | 4.0 | 600 | 0.8236 | 0.73 |
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- | 0.4457 | 5.0 | 750 | 0.5897 | 0.81 |
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- | 0.2283 | 6.0 | 900 | 0.5541 | 0.82 |
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- | 0.2037 | 7.0 | 1050 | 0.5929 | 0.82 |
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- | 0.0992 | 8.0 | 1200 | 0.6360 | 0.83 |
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- | 0.0155 | 9.0 | 1350 | 0.7236 | 0.85 |
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- | 0.009 | 10.0 | 1500 | 0.7663 | 0.83 |
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- | 0.0062 | 11.0 | 1650 | 0.8724 | 0.82 |
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- | 0.0044 | 12.0 | 1800 | 0.9651 | 0.83 |
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- | 0.004 | 13.0 | 1950 | 0.8713 | 0.83 |
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- | 0.004 | 14.0 | 2100 | 0.8965 | 0.83 |
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- | 0.0035 | 15.0 | 2250 | 0.8674 | 0.82 |
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-
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-
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  ### Framework versions
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  - Transformers 4.46.2
 
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  - generated_from_trainer
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  datasets:
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  - marsyas/gtzan
 
 
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  model-index:
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  - name: distilhubert-finetuned-gtzan
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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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  # distilhubert-finetuned-gtzan
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  This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the GTZAN dataset.
 
 
 
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  ## Model description
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  - num_epochs: 15
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - Transformers 4.46.2
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