MongoDB - Build AI That Scales
Mini toolsSERA 32B GA
By Ai2
Model family: SERA
SERA-32B-GA is the second Open Coding Agents model from Ai2, using the same Qwen 3-32B base as SERA-32B but with GLM-4.5-Air as the teacher in the Soft Verified Generation two-rollout pipeline. It is trained on 16k synthetic coding-agent trajectories and reaches around 46.6% on SWE-bench Verified at 32K context. The model provides a high-performing, Apache-2.0 licensed coding agent whose data and training recipe are available for further research and specialization on private repositories.
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Gen 7
Overview
SERA-32B-GA is a 32B Qwen 3 based coding agent variant trained on GLM-4.5-Air trajectories, delivering about 46.6% SWE-bench Verified performance as a slightly smaller-teacher alternative to SERA-32B.
About Ai2
We are a Seattle based non-profit AI research institute founded in 2014 by the late Paul Allen. We develop foundational AI research and innovation to deliver real-world impact through large-scale open models, data, robotics, conservation, and beyond.
Website:
allenai.org
Tools using SERA 32B GA
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Last updated: February 25, 2026
