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license: apache-2.0
base_model: facebook/convnext-tiny-224
tags:
- image-classification
- generated_from_trainer
model-index:
- name: idbwtiny
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# idbwtiny
This model is a fine-tuned version of [facebook/convnext-tiny-224](https://huggingface.co/facebook/convnext-tiny-224) on the sooks/id2 dataset.
It achieves the following results on the evaluation set:
- eval_loss: 0.0155
- eval_accuracy: 0.9953
- eval_runtime: 301.1388
- eval_samples_per_second: 178.967
- eval_steps_per_second: 22.372
- epoch: 6.37
- step: 12963
## 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: 150
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
### Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.15.2
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