GitLab Transcend - Intelligent orchestration
Mini toolsSERA-8B
By Ai2
Model family: SERA
SERA-8B is the third model in Allen Institute for AI’s Open Coding Agents series, built on Qwen 3-8B and trained as a software engineering agent using Soft Verified Generation trajectories. It edits real codebases at 32K context and achieves about 31.7% on SWE-bench Verified, outperforming other 8B open models like SkyRL-8B and Nex-N1-8B for repository-level bug fixing and feature work.
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Gen 7
Overview
SERA-8B is Ai2’s 8B-parameter open-source coding agent, fine-tuned from Qwen 3-8B with Soft Verified Generation to solve repository-level bugs, reaching about 31.7% resolve rate on SWE-bench Verified at 32K context.
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-8B
No tools found for this model yet.
Last updated: April 6, 2026
