Instructions to use dumbequation/llama3.2-medical-visualqa-11B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dumbequation/llama3.2-medical-visualqa-11B with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "visual-question-answering" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("visual-question-answering", model="dumbequation/llama3.2-medical-visualqa-11B")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("dumbequation/llama3.2-medical-visualqa-11B") model = AutoModelForMultimodalLM.from_pretrained("dumbequation/llama3.2-medical-visualqa-11B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
Llama3.2 11B vision model fine-tuned medical dataset containing pictures and conversations on radiology and skin cancer images.
Best used with - min_p = 0.1 and temperature = 1.5
Examples
Question: What does the HRCT of the thorax show?
Answer: The HRCT shows diffuse irregular linear and reticular pattern with multiple tiny nodules in a reticular pattern, compatible with interstitial lung disease.
Question: Which interstitial lung disease is it?
Answer: It is UIP, which is also known as fibrotic interstitial pneumonia.
Question: What is the prognosis for a patient with definite UIP pattern on HRCT?
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.
Question: Is there any treatment available for a patient with UIP pattern? Answer: Unfortunately, there is no cure for UIP pattern. Treatment options are limited and focused on managing symptoms and slowing disease progression.
Uploaded finetuned model
- Developed by: dumbequation
- License: apache-2.0
- Finetuned from model : unsloth/Llama-3.2-11B-Vision-Instruct
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Model tree for dumbequation/llama3.2-medical-visualqa-11B
Base model
meta-llama/Llama-3.2-11B-Vision-Instruct