test

kiranshivaraju/test

test is a image classification model from kiranshivaraju. 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: convnext
Access: Public
Created: Nov 26, 2024
Updated: Jan 8, 2025
SHA: a07b1da0

Base models

facebook/convnext-tiny-224

Model card

From the Hugging Face model README

test

This model is a fine-tuned version of facebook/convnext-tiny-224 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5386
Accuracy: 0.76

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: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.6505	1.0	10	0.6001	0.7333
0.5898	2.0	20	0.5551	0.7467
0.5592	3.0	30	0.5386	0.76

Framework versions

Transformers 4.47.0.dev0
Pytorch 2.4.1+cpu
Datasets 2.20.0
Tokenizers 0.20.3

Task: Image Classification
Library: transformers
Type: convnext
License: apache-2.0
Created: Nov 26, 2024
Updated: Jan 8, 2025