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Medguide-V_0723
med-research/Medguide-V_0723
Medguide-V_0723 is a machine learning model from med-research. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This document provides instructions for deploying the Medguide model for inference using Gradio.
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At a glance
- Model type
- qwen2_5_vl
- Access
- Public
- Created
- Jul 23, 2025
- Updated
- Jul 23, 2025
- SHA
- f8997db0
Model card
From the Hugging Face model README
Deployment Scripts for Medguide (Built with Gradio)
This document provides instructions for deploying the Medguide model for inference using Gradio.
-
Set up the Conda environment: Follow the instructions in the PKU-Alignment/align-anything repository to configure your Conda environment.
-
Configure the model path: After setting up the environment, update the
MODEL_PATHvariable indeploy_medguide_v.shto point to your local Medguide model directory. -
Verify inference script parameters: Check the following three parameters in both
multimodal_inference.py:# NOTE: Replace with your own model path if not loaded via the API base model = ''These scripts utilize an OpenAI-compatible server approach. The
deploy_medguide_v.shscript launches the Medguide model locally and exposes it on port 8231 for external access via the specified API base URL. -
Running Inference:
- Streamed Output:
bash deploy_medguide_v.sh python multimodal_inference.py
- Streamed Output:
transformers==4.49.0
- Type
- qwen2_5_vl
- Created
- Jul 23, 2025
- Updated
- Jul 23, 2025