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Add unified MedFusion-AI (Pro+Lite) with pipeline & app
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# fokan/medgemma-4b-it-fp16-pruned20
FP16 + 20% pruned version of `google/medgemma-4b-it`
- Precision: FP16
- Pruning: L1 (20%) on all Linear layers
- Balanced size/speed with minimal accuracy loss