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videomae-base-finetuned-fighting-subset-5ep
Myaukko/videomae-base-finetuned-fighting-subset-5ep
videomae-base-finetuned-fighting-subset-5ep is a video classification model from Myaukko. Use it for the video classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Video Classification
- Library
- transformers
- Model type
- videomae
- Access
- Public
- Created
- Feb 26, 2024
- Updated
- Feb 26, 2024
- SHA
- f04f371f
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
videomae-base-finetuned-fighting-subset-5ep
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8808
- Accuracy: 0.8370
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 310
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.9506 | 0.2 | 63 | 0.5686 | 0.8222 |
| 0.3464 | 1.2 | 126 | 0.6934 | 0.8222 |
| 0.3328 | 2.2 | 189 | 1.0565 | 0.8222 |
| 0.164 | 3.2 | 252 | 0.6512 | 0.8741 |
| 0.0017 | 4.19 | 310 | 0.8808 | 0.8370 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.0+cu118
- Datasets 2.17.0
- Tokenizers 0.15.2
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- Created
- Feb 26, 2024
- Updated
- Feb 26, 2024