Marcos12886
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End of training
Browse files- README.md +3 -21
- label_mappings.json +1 -0
- model.safetensors +1 -1
- runs/Jul17_18-54-51_DesMar/events.out.tfevents.1721235292.DesMar.12632.0 +3 -0
- runs/Jul17_18-57-34_DesMar/events.out.tfevents.1721235455.DesMar.21644.0 +3 -0
- runs/Jul17_19-03-53_DesMar/events.out.tfevents.1721235835.DesMar.12260.0 +3 -0
- runs/Jul17_19-05-09_DesMar/events.out.tfevents.1721235910.DesMar.10096.0 +3 -0
- runs/Jul17_19-14-27_DesMar/events.out.tfevents.1721236468.DesMar.22268.0 +3 -0
- training_args.bin +1 -1
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-donateacry
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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: 0.5617977528089888
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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-donateacry
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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: 1.6585
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- Accuracy: 0.5618
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## Model description
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- gradient_accumulation_steps: 8
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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:
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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 | 0.9888 | 11 | 1.
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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-donateacry
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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-donateacry
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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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- gradient_accumulation_steps: 8
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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 | 0.9888 | 11 | 1.6532 | 0.5506 |
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### Framework versions
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label_mappings.json
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{"id2label": {"0": "Baby laugh", "1": "Crying baby", "2": "Noise", "3": "Silence", "4": "belly_pain", "5": "burping", "6": "discomfort", "7": "hungry", "8": "tired"}, "label2id": {"Baby laugh": "0", "Crying baby": "1", "Noise": "2", "Silence": "3", "belly_pain": "4", "burping": "5", "discomfort": "6", "hungry": "7", "tired": "8"}}
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model.safetensors
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