vit_chest-xray_pneumonia_image_classification
Browse files- README.md +67 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: google/vit-large-patch16-224
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tags:
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- generated_from_trainer
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model-index:
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- name: vit-xray-chest-classification-pneumonia
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/mthandazogegane/huggingface/runs/oj2ksbq2)
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# vit-xray-chest-classification-pneumonia
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This model is a fine-tuned version of [google/vit-large-patch16-224](https://huggingface.co/google/vit-large-patch16-224) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1390
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 10
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- eval_batch_size: 4
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 469 | 0.2521 |
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| 0.2725 | 2.0 | 938 | 0.1408 |
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| 0.1912 | 3.0 | 1407 | 0.1250 |
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| 0.1708 | 4.0 | 1876 | 0.0978 |
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| 0.1482 | 5.0 | 2345 | 0.1008 |
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| 0.1424 | 6.0 | 2814 | 0.1339 |
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| 0.124 | 7.0 | 3283 | 0.0987 |
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| 0.1257 | 8.0 | 3752 | 0.1206 |
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| 0.1085 | 9.0 | 4221 | 0.1409 |
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| 0.0947 | 10.0 | 4690 | 0.1390 |
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### Framework versions
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 1213261264
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version https://git-lfs.github.com/spec/v1
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size 1213261264
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