mediphi

LoRA adapter over microsoft/MediPhi-Instruct that turns a Fundusnap prediction record into a plain-language explanation in Indonesian or English — PEFT weights, inference script, and FastAPI server. Explanatory, not diagnostic; not a medical device.

multilingual nlp transformers pytorch healthcare lora indonesian ophthalmology conversational-ai fine-tuning diabetic-retinopathy peft fundus fastapi huggingface medical-ai llm safetensors phi-3 mediphi

• Updated Aug 20, 2026
• Python

FundusTalk v1 — 10,849 synthetic multi-turn Indonesian/English consultations that teach a model to explain a diabetic retinopathy screening result rather than diagnose it. Distilled from phi-4 for SFT of MediPhi-Instruct.

multilingual nlp healthcare dataset knowledge-distillation indonesian ophthalmology conversational-ai synthetic-data fine-tuning diabetic-retinopathy fundus jsonl sft huggingface medical-ai llm instruction-tuning phi-4 mediphi

• Updated Aug 21, 2026