mediscribe-medical-adapter

MediScribe Medical Adapter

MediScribe Medical Adapter is a LoRA adapter for rural-clinic medical triage support. It is trained with Unsloth SFT on curated MediScribe clinical cases and is intended for clinical decision support demos, not autonomous diagnosis.

Base Model

• Base model: unsloth/gemma-4-E4B-it-unsloth-bnb-4bit
• Fine-tuning method: Unsloth LoRA SFT
• Adapter rank: 16
• Max sequence length: 2048
• Training rows: 26
• Evaluation rows: 6

Benchmark Snapshot

• Benchmark cases: 26
• Primary diagnosis hit rate: 0%
• Top-3 diagnosis hit rate: 0%
• Red-flag recall: 100%
• Average inference seconds: 0.00

Safety Position

The adapter should be used only with MediScribe's deterministic safety layer: red-flag rules, referral fallback, audit logs, and plain-language explanations. It does not replace a licensed clinician.

Naming And Attribution

This model artifact is named MediScribe Medical Adapter. It is based on a Gemma 4 model, but MediScribe is independent and is not endorsed by Google.

Gemma is a trademark of Google LLC.