Ex-Hugging Face engineer revives abandoned OCR VLM project with a coding agent

wightmanr · x · 2026-11-13

Ross Wightman recounts his OCR / screen-parsing VLM project (pixparse & chug) at Hugging Face that he dropped three years ago after it bogged down in pretraining issues. This week, over two sessions with a coding agent, he ran a postmortem: the agent quickly found and fixed a stack of issues and refactored training to match his current OpenCLIP setup (NaFlexViT encoder + data pipeline). Fresh training trials on the IDL dataset show a much better curve — they were closer to the targets than he thought. He notes one distracted person with coding agents can now take on far more ambitious projects.

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