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Medgemma 4b It 8bit
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Medgemma 4b It 8bit

Developed by mlx-community
MedGemma-4B-IT-8bit is an MLX format conversion version of the Google MedGemma model, focusing on visual language tasks in the medical field.
Image-to-Text
Transformers
Open Source License:Other#Medical image understanding#Clinical reasoning#Low-precision reasoning
Downloads 116
Release Time : 5/21/2025

Model Overview

This is a medical-specific visual language model with 4B parameters, capable of processing image and text inputs and performing medical-related tasks such as clinical reasoning.

Model Features

Dedicated to the medical field
Specifically optimized for medical scenarios, including sub - fields such as radiology, dermatology, and pathology
Visual language multimodality
Capable of simultaneously processing image and text inputs and performing cross - modal understanding tasks
MLX optimization
Converted to MLX format for efficient operation on Apple chips
8bit quantization
Processed with 8bit quantization to reduce memory requirements while maintaining good performance

Model Capabilities

Medical image analysis
Clinical reasoning
Medical report generation
Cross - modal understanding
Medical Q&A

Use Cases

Medical imaging analysis
X - ray interpretation
Analyze chest X - rays and generate diagnostic descriptions
Dermatological disease identification
Provide possible diagnostic suggestions based on skin lesion images
Clinical decision support
Case analysis
Conduct comprehensive evaluations by combining patient imaging and medical history information
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