fine-tuned-model-volley

martinnz/fine-tuned-model-volley

fine-tuned-model-volley is a machine learning model from martinnz. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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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Hugging Face

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At a glance

License: cc-by-nc-4.0
Model type: videomae
Access: Public
Created: Aug 20, 2024
Updated: Aug 21, 2024
SHA: 4f2ce894

Base models

MCG-NJU/videomae-base

Model card

From the Hugging Face model README

fine-tuned-model-volley

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: 2.0577
Accuracy: 0.5440

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: 4398

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0824	0.3256	1432	1.1156	0.2518
1.1209	1.3256	2864	1.1353	0.2518
0.9774	2.3256	4296	1.9426	0.5563
0.3645	3.0232	4398	2.0577	0.5440

Framework versions

Transformers 4.44.0
Pytorch 2.4.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: videomae
License: cc-by-nc-4.0
Created: Aug 20, 2024
Updated: Aug 21, 2024