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license: apache-2.0
base_model: laion/r2egym-nl2bash-stack-bugsseq-fixthink-again
tags:
  - reinforcement-learning
  - code
  - pymethods2test
  - nl2bash
  - terminus-structured
  - rloo-n

RL Pymethods2test + NL2Bash (Step 50) - Terminus Structured

RL-trained Qwen3-8B with terminus-structured agent on pymethods2test + nl2bash mixed dataset.

Base model: laion/r2egym-nl2bash-stack-bugsseq-fixthink-again (8B SFT)
Training: 50 RL steps on pymethods2test (5000) + nl2bash (1570) mixed dataset
Agent: terminus-structured (bash, view, edit, create, search, submit tools)
Algorithm: RLOO-N, lr=1e-5
Training pass@8: 96.9%
SWEBench-100 n=1: 21%