videomae-base-groub8-finetuned-SLT-subset

asmaa1/videomae-base-groub8-finetuned-SLT-subset

videomae-base-groub8-finetuned-SLT-subset is a video classification model from asmaa1. 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: Sep 28, 2023
Updated: Sep 28, 2023
SHA: 73719194

Base models

MCG-NJU/videomae-base

Model card

From the Hugging Face model README

videomae-base-groub8-finetuned-SLT-subset

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: 2.7797
Accuracy: 0.2

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: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.25	5	2.9454	0.15
3.1466	1.25	10	2.8727	0.15
3.1466	2.25	15	2.8190	0.2
2.8589	3.25	20	2.7797	0.2

Framework versions

Transformers 4.33.0
Pytorch 2.0.0+cpu
Datasets 2.1.0
Tokenizers 0.13.3

Task: Video Classification
Library: transformers
Type: videomae
License: cc-by-nc-4.0
Created: Sep 28, 2023
Updated: Sep 28, 2023