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pranjalks
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distilhubert-finetuned-gtzan

Audio Classification
Transformers
PyTorch
hubert
Generated from Trainer
Eval Results
Inference Endpoints
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End of training

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  1. README.md +16 -16
  2. pytorch_model.bin +1 -1
README.md CHANGED
@@ -32,7 +32,7 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.7982
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  - Accuracy: 0.83
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  ## Model description
@@ -65,21 +65,21 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 2.123 | 1.0 | 113 | 1.9863 | 0.53 |
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- | 1.4993 | 2.0 | 226 | 1.4234 | 0.61 |
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- | 1.133 | 3.0 | 339 | 1.0297 | 0.69 |
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- | 1.1152 | 4.0 | 452 | 1.0096 | 0.71 |
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- | 0.6833 | 5.0 | 565 | 0.8396 | 0.75 |
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- | 0.399 | 6.0 | 678 | 0.7703 | 0.8 |
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- | 0.3946 | 7.0 | 791 | 0.6543 | 0.77 |
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- | 0.156 | 8.0 | 904 | 0.7745 | 0.76 |
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- | 0.2306 | 9.0 | 1017 | 0.6549 | 0.81 |
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- | 0.1089 | 10.0 | 1130 | 0.6494 | 0.85 |
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- | 0.0161 | 11.0 | 1243 | 0.7248 | 0.82 |
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- | 0.0886 | 12.0 | 1356 | 0.7411 | 0.84 |
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- | 0.0098 | 13.0 | 1469 | 0.7498 | 0.82 |
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- | 0.0089 | 14.0 | 1582 | 0.8006 | 0.82 |
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- | 0.0087 | 15.0 | 1695 | 0.7982 | 0.83 |
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  ### Framework versions
 
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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: 0.8444
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  - Accuracy: 0.83
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  ## Model description
 
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 2.1376 | 1.0 | 113 | 1.9783 | 0.44 |
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+ | 1.3879 | 2.0 | 226 | 1.2784 | 0.66 |
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+ | 1.0967 | 3.0 | 339 | 1.0352 | 0.66 |
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+ | 0.8639 | 4.0 | 452 | 0.8977 | 0.7 |
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+ | 0.6308 | 5.0 | 565 | 0.7466 | 0.76 |
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+ | 0.4585 | 6.0 | 678 | 0.7374 | 0.78 |
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+ | 0.5213 | 7.0 | 791 | 0.6039 | 0.79 |
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+ | 0.1958 | 8.0 | 904 | 0.7174 | 0.8 |
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+ | 0.2075 | 9.0 | 1017 | 0.5657 | 0.85 |
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+ | 0.1034 | 10.0 | 1130 | 0.6176 | 0.8 |
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+ | 0.0308 | 11.0 | 1243 | 0.7378 | 0.85 |
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+ | 0.103 | 12.0 | 1356 | 0.7759 | 0.82 |
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+ | 0.0131 | 13.0 | 1469 | 0.8104 | 0.83 |
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+ | 0.0103 | 14.0 | 1582 | 0.8175 | 0.83 |
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+ | 0.0116 | 15.0 | 1695 | 0.8444 | 0.83 |
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  ### Framework versions
pytorch_model.bin CHANGED
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