Issue Resolution on SWE-Bench Sympy Verified (test)
51.11AccuracySERA-32B-Sympy
Evaluation Results
| Method | Links | |
|---|---|---|
| SERA-32B-SympyContext window=32K, Base Model=Qwen 3-32B, Training trajectories=8,000 synthetic, Repository Specialization=Sympy2026.01 | 51.11 | |
| GLM-4.5-AirContext window=32K, Role=Teacher2026.01 | 48.89 | |
| Devstral-Small-2-24BContext window=32K2026.01 | 47.56 |