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aalonso-developer/
vit-base-clothing-leafs-example-full-simple_highres

Name: vit-base-clothing-leafs-example-full-simple_highres
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

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vit-base-clothing-leafs-example-full-simple_highres

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

Loss: 0.9880
Accuracy: 0.7166

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: 2.5e-05
train_batch_size: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.0202	0.14	1000	1.4969	0.6338
1.3694	0.28	2000	1.2786	0.6647
1.2063	0.42	3000	1.1788	0.6794
1.1544	0.56	4000	1.1320	0.6856
1.1089	0.7	5000	1.1021	0.6867
1.0681	0.84	6000	1.0775	0.6935
1.0483	0.98	7000	1.0461	0.7006
0.9591	1.12	8000	1.0398	0.7022
0.9541	1.26	9000	1.0423	0.6981
0.9382	1.4	10000	1.0322	0.7014
0.9363	1.54	11000	1.0301	0.7020
0.9199	1.68	12000	1.0079	0.7106
0.919	1.82	13000	0.9972	0.7120
0.9203	1.96	14000	1.0011	0.7096
0.8377	2.1	15000	0.9912	0.7146
0.8148	2.24	16000	0.9991	0.7121
0.8153	2.38	17000	1.0070	0.7102
0.8004	2.52	18000	0.9979	0.7154
0.7937	2.66	19000	1.0022	0.7136
0.7989	2.8	20000	0.9880	0.7166
0.7953	2.94	21000	0.9907	0.7175
0.7576	3.08	22000	1.0013	0.7136
0.7018	3.22	23000	1.0022	0.7156
0.7127	3.36	24000	1.0080	0.7151
0.6989	3.5	25000	1.0025	0.7159
0.702	3.64	26000	1.0087	0.7167
0.7122	3.78	27000	1.0042	0.7159
0.6986	3.92	28000	1.0017	0.7164

Framework versions

Transformers 4.29.2
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3

aalonso-developer/vit-base-clothing-leafs-example-full-simple_highres

vit-base-clothing-leafs-example-full-simple_highres

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

aalonso-developer/
vit-base-clothing-leafs-example-full-simple_highres