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# vit-90-animals-moreepochs

This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the iamsouravbanerjee/animal-image-dataset-90-different-animals dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0709
- Accuracy: 0.9852

## 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: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 1.1913        | 1.0   | 270  | 0.3072          | 0.9722   |
| 0.2882        | 2.0   | 540  | 0.1545          | 0.9722   |
| 0.1824        | 3.0   | 810  | 0.1328          | 0.9704   |
| 0.1578        | 4.0   | 1080 | 0.1217          | 0.9704   |
| 0.1518        | 5.0   | 1350 | 0.1161          | 0.9704   |
| 0.1246        | 6.0   | 1620 | 0.1134          | 0.9704   |
| 0.1203        | 7.0   | 1890 | 0.1134          | 0.9704   |


### Framework versions

- Transformers 4.50.0
- Pytorch 2.6.0+cu124
- Datasets 3.4.1
- Tokenizers 0.21.1

antelope badger bat bear bee beetle bison boar butterfly cat caterpillar chimpanzee cockroach cow coyote crab crow deer dog dolphin donkey dragonfly duck eagle elephant flamingo fly fox goat goldfish goose gorilla grasshopper hamster hare hedgehog hippopotamus hornbill horse hummingbird hyena jellyfish kangaroo koala ladybugs leopard lion lizard lobster mosquito moth mouse octopus okapi orangutan otter owl ox oyster panda parrot pelecaniformes penguin pig pigeon porcupine possum raccoon rat reindeer rhinoceros sandpiper seahorse seal shark sheep snake sparrow squid squirrel starfish swan tiger turkey turtle whale wolf wombat woodpecker zebra