Marcos12886
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End of training
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README.md
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- generated_from_trainer
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datasets:
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- audiofolder
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metrics:
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- accuracy
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model-index:
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- name: distilhubert-finetuned-cry-detector
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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: audiofolder
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type: audiofolder
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config: default
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split: train
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args: default
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9830508474576272
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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-cry-detector
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This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the audiofolder dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0703
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- Accuracy: 0.9831
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## Model description
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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: cosine
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 11 | 0.
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| No log | 2.0 | 22 | 0.1998 | 0.9322 |
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| No log | 3.0 | 33 | 0.0904 | 0.9718 |
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| No log | 4.0 | 44 | 0.1063 | 0.9661 |
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| No log | 5.0 | 55 | 0.0770 | 0.9774 |
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| No log | 6.0 | 66 | 0.0832 | 0.9774 |
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| No log | 7.0 | 77 | 0.0658 | 0.9774 |
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| No log | 8.0 | 88 | 0.0681 | 0.9831 |
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| No log | 9.0 | 99 | 0.0701 | 0.9831 |
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| No log | 10.0 | 110 | 0.0703 | 0.9831 |
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### Framework versions
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- generated_from_trainer
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datasets:
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- audiofolder
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model-index:
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- name: distilhubert-finetuned-cry-detector
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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-cry-detector
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This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the audiofolder dataset.
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## Model description
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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: cosine
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 11 | 0.3065 | 0.9605 |
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### Framework versions
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model.safetensors
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