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MedGemma Quantization & Deployment Pipeline
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license: apache-2.0
base_model:
  - google/medgemma-1.5-4b-it

MedGemma 1.5 4B INT4 Benchmark Project

This repository demonstrates:

  • NF4 quantization
  • Memory optimization
  • Benchmark comparison
  • GGUF compatibility
  • LiteRT conversion

Results

Metric FP16 INT4
VRAM ~8GB ~3GB
Quality Baseline Near-identical

Disclaimer

Research purposes only.