GitLab Transcend - Intelligent orchestration
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
Ai2 is a 501(c)(3) non-profit AI research institute founded in 2014 by the late Paul Allen (Microsoft co-founder), dedicated to conducting high-impact, open AI research and engineering for the common good, including open language models (OLMo), scientific AI tools (Semantic Scholar, Asta), environmental AI platforms, and embodied robotics research.
Industry:
Artificial Intelligence
Company Size:
313
Location:
Seattle, Washington, US
Website:
allenai.org
Tools using SERA 32B GA
No tools found for this model yet.
Last updated: April 6, 2026
