Model save
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README.md
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base_model: MCG-NJU/videomae-base
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tags:
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- generated_from_trainer
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model-index:
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- name: videomae-base-finetuned-ucf101-subset-hand
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results: []
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# videomae-base-finetuned-ucf101-subset-hand
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This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset.
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- training_steps:
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### Framework versions
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base_model: MCG-NJU/videomae-base
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: videomae-base-finetuned-ucf101-subset-hand
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results: []
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# videomae-base-finetuned-ucf101-subset-hand
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This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4523
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- Accuracy: 0.8529
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- training_steps: 1200
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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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| 1.6881 | 15.0042 | 200 | 1.6327 | 0.1765 |
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| 1.6118 | 30.0083 | 400 | 1.6022 | 0.2353 |
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| 1.3647 | 46.0017 | 600 | 1.3752 | 0.3824 |
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| 0.6254 | 61.0058 | 800 | 1.4182 | 0.3529 |
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| 0.4048 | 76.01 | 1000 | 0.6370 | 0.8235 |
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| 0.1016 | 92.0033 | 1200 | 0.4523 | 0.8529 |
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### Framework versions
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model.safetensors
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