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nurizz/
finetuned-indian-food

Name: finetuned-indian-food
Availability: InStock

generated_from_trainer

nurizz/finetuned-indian-food

finetune

apache-2.0

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finetuned-indian-food

This model is a fine-tuned version of nurizz/finetuned-indian-food on the indian_food_images dataset. It achieves the following results on the evaluation set:

Loss: 0.2206
Accuracy: 0.9458

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: 0.0002
train_batch_size: 16
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
1.1092	0.3003	100	1.0007	0.8225
0.7677	0.6006	200	0.6427	0.8533
0.7808	0.9009	300	0.5790	0.8533
0.3628	1.2012	400	0.5051	0.8629
0.2928	1.5015	500	0.3815	0.9086
0.3293	1.8018	600	0.3522	0.9065
0.2239	2.1021	700	0.3320	0.9086
0.288	2.4024	800	0.3520	0.9065
0.3209	2.7027	900	0.2842	0.9299
0.187	3.0030	1000	0.2577	0.9352
0.1801	3.3033	1100	0.2511	0.9341
0.2028	3.6036	1200	0.2210	0.9469
0.1564	3.9039	1300	0.2206	0.9458

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1