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videomae-base-constanza-aumentado
josesantorcuato/videomae-base-constanza-aumentado
videomae-base-constanza-aumentado is a video classification model from josesantorcuato. 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. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Video Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- videomae
- Access
- Public
- Created
- Nov 26, 2024
- Updated
- Nov 26, 2024
- SHA
- 103a4719
Base models
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-constanza-aumentado
This model is a fine-tuned version of MCG-NJU/videomae-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5739
- Accuracy: 0.8929
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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 700
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.2747 | 0.1014 | 71 | 1.4731 | 0.2143 |
| 0.3265 | 1.1014 | 142 | 0.3557 | 0.9286 |
| 0.1731 | 2.1014 | 213 | 0.1865 | 0.9286 |
| 0.0052 | 3.1014 | 284 | 0.2003 | 0.9286 |
| 0.0027 | 4.1014 | 355 | 0.0026 | 1.0 |
| 0.0015 | 5.1014 | 426 | 0.0037 | 1.0 |
| 0.0019 | 6.1014 | 497 | 0.0015 | 1.0 |
| 0.0211 | 7.1014 | 568 | 0.0027 | 1.0 |
| 0.0009 | 8.1014 | 639 | 0.0017 | 1.0 |
| 0.0569 | 9.0871 | 700 | 0.0015 | 1.0 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.0.1+cu117
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- License
- cc-by-nc-4.0
- Created
- Nov 26, 2024
- Updated
- Nov 26, 2024