Downloads · 30 days
254
18% of all-time downloads
videomae-base-furtos
leandroZanatta27/videomae-base-furtos
videomae-base-furtos is a video classification model from leandroZanatta27. 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. --
All-time downloads
1.4K
Public
Parameters
21.9M
123 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors87.5 MB · 100%
At a glance
- Task
- Video Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- videomae
- Access
- Public
- Created
- Sep 4, 2024
- Updated
- Sep 30, 2024
- SHA
- 9da0dc8d
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-furtos
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: 0.3726
- Accuracy: 0.95
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: 4
- eval_batch_size: 4
- 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: 64
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 0.125 | 8 | 0.7644 | 0.4 |
| 0.7578 | 1.125 | 16 | 0.8079 | 0.55 |
| 0.6084 | 2.125 | 24 | 0.7155 | 0.55 |
| 0.6016 | 3.125 | 32 | 0.6016 | 0.6 |
| 0.5236 | 4.125 | 40 | 0.6041 | 0.65 |
| 0.5236 | 5.125 | 48 | 0.4796 | 0.75 |
| 0.547 | 6.125 | 56 | 0.3917 | 0.95 |
| 0.4097 | 7.125 | 64 | 0.3726 | 0.95 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.3.1+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Video Classification
- Library
- transformers
- Type
- videomae
- License
- cc-by-nc-4.0
- Created
- Sep 4, 2024
- Updated
- Sep 30, 2024