commit b52904f4f5ffeec0ac1ed495e1ff1b396427fad6
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Tue Jun 9 08:43:15 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: hmzBen/medgemma-1.5-medical-q4km
    Source: Original Platform

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+---
+license: other
+language:
+  - en
+tags:
+  - gguf
+  - llama.cpp
+  - medgemma
+  - medical
+  - quantized
+library_name: llama.cpp
+pipeline_tag: text-generation
+base_model: google/medgemma-1.5-4b-it
+---
+
+# MedGemma 1.5 Medical Q4_K_M (GGUF)
+
+This repository hosts a GGUF export of **MedGemma-1.5-4B-IT**, quantized for efficient local inference.
+
+## Summary
+
+- **Base model**: `google/medgemma-1.5-4b-it`
+- **Format**: GGUF (for `llama.cpp`)
+- **Quantization**: `Q4_K_M` (mixed precision)
+- **Intended use**: local medical assistant workflows, triage support, structured extraction
+
+## Files
+
+- `medgemma-1.5-medical-Q4_K_M.gguf` (quantized)
+- `medgemma-1.5-4b-it-F16.gguf` (optional, full precision)
+
+## Usage (llama.cpp)
+
+```bash
+./llama-server \
+  -m medgemma-1.5-medical-Q4_K_M.gguf \
+  --host 0.0.0.0 \
+  --port 8080 \
+  --alias medgemma
+```
+
+## Usage (Python client)
+
+```python
+from medgemma_client import MedGemmaAgent
+
+agent = MedGemmaAgent(base_url="http://localhost:8080")
+print(agent.generate_clinical_text("Patient has stiff neck and fever. What is the triage concern?"))
+```
+
+## Quantization Notes
+
+This GGUF was produced using an I-Matrix calibrated on a medical mixed-domain dataset:
+- Doctor-patient dialogue
+- Medical facts
+- Diagnostic reasoning
+
+The goal is to preserve clinical reasoning while reducing memory footprint.
+
+## Safety and Limitations
+
+This model is **not a substitute for professional medical advice**. It can make mistakes and must be used with human oversight. Always validate outputs before use in clinical decision-making.
+
+## License
+
+MedGemma is distributed under the **Health AI Developer Foundations** license by Google. Ensure your use and redistribution comply with the model terms:
+- https://developers.google.com/health-ai-developer-foundations
+
+## Acknowledgments
+
+- Google DeepMind for MedGemma
+- ggml-org for llama.cpp
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