my_awesome_food_model

devin97/my_awesome_food_model

my_awesome_food_model is a machine learning model from devin97. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: vit
Access: Public
Created: Aug 22, 2024
Updated: Aug 22, 2024
SHA: 8463a85a

Base models

google/vit-base-patch16-224-in21k

Datasets

arrow

Model card

From the Hugging Face model README

my_awesome_food_model

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

Loss: 5.4500
Accuracy: 0.0

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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
2.0443	0.9951	152	5.0073
1.1305	1.9967	305	5.3222
0.9782	2.9853	456	5.4500

Framework versions

Transformers 4.44.0
Pytorch 2.3.1
Datasets 2.21.0
Tokenizers 0.19.1

Type: vit
License: apache-2.0
Created: Aug 22, 2024
Updated: Aug 22, 2024