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  license: apache-2.0
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  language:
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  - en
 
 
 
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  ---
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  # Uploaded finetuned model
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  - **Developed by:** dumbequation
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  - **License:** apache-2.0
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- - **Finetuned from model :** unsloth/Llama-3.2-11B-Vision-Instruct
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- This mllama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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- [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
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  license: apache-2.0
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  language:
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  - en
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+ datasets:
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+ - WinterSchool/MedificsDataset
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+ pipeline_tag: visual-question-answering
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+ Llama3.2 11B vision model fine-tuned medical dataset containing pictures and conversations on radiology and skin cancer images.
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+ Best used with - min_p = 0.1 and temperature = 1.5
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+ ## Examples
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/637399522b908db6336c22a9/7juwt-xejo7qdPpb4Zko1.png)
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+ Question: What does the HRCT of the thorax show?
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+ Answer: The HRCT shows diffuse irregular linear and reticular pattern with multiple tiny nodules in a reticular pattern, compatible with interstitial lung disease.
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+ Question: Which interstitial lung disease is it?
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+ Answer: It is UIP, which is also known as fibrotic interstitial pneumonia.
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+ Question: What is the prognosis for a patient with definite UIP pattern on HRCT?
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+ Answer: The prognosis for a patient with definite UIP pattern on HRCT is generally poor, with median survival ranging from 2 to 5 years after the onset of symptoms.
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+ Question: Is there any treatment available for a patient with UIP pattern?
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+ Answer: Unfortunately, there is no cure for UIP pattern. Treatment options are limited and focused on managing symptoms and slowing disease progression.
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  # Uploaded finetuned model
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  - **Developed by:** dumbequation
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  - **License:** apache-2.0
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+ - **Finetuned from model :** unsloth/Llama-3.2-11B-Vision-Instruct