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AV_MAE_LAVDF_noCE_new
yadvender12/AV_MAE_LAVDF_noCE_new
AV_MAE_LAVDF_noCE_new is a video classification model from yadvender12. 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
- May 16, 2024
- Updated
- May 16, 2024
- SHA
- ecae2bd9
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. -->
AV_MAE_LAVDF_noCE_new
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2811
- Accuracy: 0.9417
- F1: 0.9415
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: 8
- eval_batch_size: 8
- 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: 38740
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.3825 | 0.19 | 7354 | 0.3419 | 0.9165 | 0.9154 |
| 0.1063 | 1.19 | 14710 | 0.3190 | 0.9277 | 0.9274 |
| 0.1112 | 2.19 | 22064 | 0.3054 | 0.9380 | 0.9378 |
| 0.1062 | 3.19 | 29419 | 0.2962 | 0.9347 | 0.9343 |
| 0.142 | 4.19 | 36774 | 0.2788 | 0.9420 | 0.9418 |
| 0.0595 | 5.05 | 38740 | 0.2811 | 0.9417 | 0.9415 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.1+cu118
- Datasets 2.18.0
- Tokenizers 0.15.1
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- Created
- May 16, 2024
- Updated
- May 16, 2024