cultural_tuning

ssale2/cultural_tuning

cultural_tuning is a image classification model from ssale2. Use it when you need a label for an image. It is set up for transformers. 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

Task: Image Classification
Library: transformers
License: apache-2.0
Model type: vit
Access: Public
Created: Jan 28, 2025
Updated: Jan 28, 2025
SHA: f4ff06a0

Base models

ssale2/results

Model card

From the Hugging Face model README

cultural_tuning

This model is a fine-tuned version of ssale2/results on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0514

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: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	8	0.0556
No log	2.0	16	0.0514
No log	3.0	24	0.0361
No log	4.0	32	0.0514

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu121
Tokenizers 0.21.0

Task: Image Classification
Library: transformers
Type: vit
License: apache-2.0
Created: Jan 28, 2025
Updated: Jan 28, 2025