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
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results: []
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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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- eval_runtime: 28.2203
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- eval_samples_per_second: 5.493
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- eval_steps_per_second: 1.382
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- epoch: 0
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- step: 0
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## Model description
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- lr_scheduler_warmup_ratio: 0.1
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- training_steps: 300
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### Framework versions
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- Transformers 4.39.3
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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
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results: []
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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: 0.5781
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- Accuracy: 0.7742
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## Model description
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- lr_scheduler_warmup_ratio: 0.1
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- training_steps: 300
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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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| 1.8832 | 0.25 | 75 | 1.5556 | 0.6429 |
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| 0.9517 | 1.25 | 150 | 0.6312 | 0.8 |
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| 0.3181 | 2.25 | 225 | 0.4654 | 0.8143 |
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| 0.1388 | 3.25 | 300 | 0.4881 | 0.8143 |
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### Framework versions
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- Transformers 4.39.3
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model.safetensors
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runs/Apr14_11-06-53_9956073020eb/events.out.tfevents.1713093331.9956073020eb.485.1
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