SERA-32B
SERA-32B is a repository coding agent adapted from Qwen3-32B.
What the release provides
Training uses synthetic coding trajectories from GLM-4.6. The release uses Soft Verified Generation, which checks patch similarity for training data. It includes code and a CLI connection for an agent environment.SERA-32B official model card
How to use it well
Practical guidance. Evaluate complete repository tasks with tool outputs and patch review. A model's benchmark result does not include permission design, environment setup or the quality of the task description.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Access | Downloadable |
| Model identifiers | allenai/SERA-32B |