@MaziyarPanahi on Backscroll

2 tweets from @MaziyarPanahi that Backscroll ranked for substance.

Maziyar PANAHI @MaziyarPanahi 2026-07-07 12:00Z

I finally managed to use Unlimited-OCR and Gemma 4 together in OpenMed. A real patient chart: read, de-identified, and mapped to FHIR on one laptop. No cloud, no API key, nothing leaves the machine. All via llama.cpp, all free on @huggingface . What do we do next?

Maziyar PANAHI @MaziyarPanahi 2026-07-06 12:00Z

WE DID IT! 1st & 2nd. An independent benchmark just ranked PII-masking models, zero-shot, on the English board. Top two: OpenMed PII models. 4 of the top 5. Apache 2.0, running on your own hardware. Open source wins again. What other models do you need to stay fully local?

How it ranks: Backscroll reads my Twitter/X timeline and ranks every tweet for substance with an LLM taste rubric — not raw engagement. Curated by Surya Dantuluri.