convnext-tiny-224-afinaopalcaxarro – AI Model by Paco24 | AlphaNeural AI

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Paco24/
convnext-tiny-224-afinaopalcaxarro

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image-classification

generated_from_trainer

facebook/convnext-tiny-224

autotrain_compatible

endpoints_compatible

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convnext-tiny-224-afinaopalcaxarro

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

Loss: 0.7981
Accuracy: 0.8624

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: 64
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	8	2.2682	0.3383
2.3684	2.0	16	1.9344	0.6869
2.0258	3.0	24	1.6364	0.7901
1.6828	4.0	32	1.3840	0.8165
1.3866	5.0	40	1.1854	0.8222
1.3866	6.0	48	1.0353	0.8337
1.1679	7.0	56	0.9255	0.8521
1.021	8.0	64	0.8538	0.8567
0.9338	9.0	72	0.8123	0.8612
0.8718	10.0	80	0.7981	0.8624

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1