Soft-verified generation (SVG): Generates training data with useful code patches even if not completely correct → Significantly reduces costs. A method that enables anyone to create powerful open coding agents specialized for internal code using only low-cost synthetic data + SFT
Open Coding Agents: Fast, accessible coding agents that adapt to any repo | Ai2
SERA is the first in our family of Open Coding Agents, achieving state-of-the-art performance at low cost.
https://allenai.org/blog/open-coding-agents


Seonglae Cho