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Model save
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README.md
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base_model: facebook/timesformer-base-finetuned-k400
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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: timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10_myViT
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results: []
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# timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10_myViT
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This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3731
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- Accuracy: 0.9412
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.1507 | 0.17 | 50 | 0.4026 | 0.8889 |
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| 0.0261 | 1.17 | 100 | 0.5326 | 0.8333 |
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| 0.0047 | 2.17 | 150 | 0.3377 | 0.9167 |
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| 0.0053 | 3.17 | 200 | 0.2018 | 0.9306 |
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| 0.0006 | 4.17 | 250 | 0.2301 | 0.9028 |
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| 0.0004 | 5.17 | 300 | 0.1563 | 0.9306 |
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### Framework versions
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base_model: facebook/timesformer-base-finetuned-k400
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tags:
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- generated_from_trainer
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model-index:
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- name: timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10_myViT
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results: []
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# timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10_myViT
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This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) 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: 500
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### Framework versions
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model.safetensors
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runs/Apr06_04-31-00_fb3317d1dbb6/events.out.tfevents.1712377863.fb3317d1dbb6.3266.0
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