emoticon-tunning-skill-academy

saefullohmaslul/emoticon-tunning-skill-academy

emoticon-tunning-skill-academy is a machine learning model from saefullohmaslul. 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 apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: vit
Access: Public
Created: Sep 2, 2024
Updated: Sep 2, 2024
SHA: 128d13da

Base models

google/vit-base-patch16-224-in21k

Datasets

imagefolder

Model card

From the Hugging Face model README

results

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the imagefolder dataset. It achieves the following results on the evaluation set:

Loss: 1.4941
Accuracy: 0.5

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: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	1.6010	0.4563
No log	2.0	40	1.5431	0.5
No log	3.0	60	1.5173	0.4750
No log	4.0	80	1.4956	0.5
No log	5.0	100	1.4941	0.5

Framework versions

Transformers 4.44.0
Pytorch 2.2.2
Datasets 2.21.0
Tokenizers 0.19.1

Type: vit
License: apache-2.0
Created: Sep 2, 2024
Updated: Sep 2, 2024