Chukwuma Nwaugha

nwaughachukwuma

vlm-run

·

https://nwaughachukwuma.github.io/portfolio

AI & ML interests

high-performance Inference for visual AI (vlm-run gateway). context engineering (mm-ctx)

Recent Activity

posted an update 3 days ago

Here's how the best OCR/chat models on vlmrun gateway - https://vlm.run/gateway - performed on a very hard (x2) to read handwritten French weather-log document. Scores are 0–100, averaged over 3 runs and two LLM judges - Claude Opus 5.5 and GPT-5.6 Sol. Latency is average time per request.

liked a model 6 days ago

Cloudflare/clef

posted an update 14 days ago

Cheap, fast, and efficient OCR + RAG pipeline with VLM Run Gateway and TypeSafe AI Jev.

View all activity

Organizations

published an article about 2 months ago

Article

VLM Run Gateway: Run GLM-OCR, DeepSeek-OCR-2, dots.mocr with an OpenAI Compatible API

vlm-run

•

Aug 19

• 6

published an article 2 months ago

Article

Text-Only Models with mm-ctx Vision Toolkit vs. Native Vision Models

vlm-run

•

Jul 30