Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability Paper • 2610.08448 • Published 14 days ago • 80
view article Article Qwen3.8-27B-pi: Effort-Ordered Reasoning for Agentic Coding bytkim • 19 days ago • 16
Qwen3.8-pi Collection Qwen3.8 models fine-tuned for the Pi coding harness • 3 items • Updated 19 days ago • 5
RealSWE: A Compositional Evaluation of Coding Agents under Realistic User Requests Paper • 2608.27831 • Published Aug 31 • 34
Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments Paper • 2609.04148 • Published Sep 3 • 134
Qwen3.6 Pi-Tune Collection Releases of Qwen3.6 family models fine tuned with the goal of improving agentic coding quality with PI • 2 items • Updated Jul 9 • 4
view article Article QLORA SFT Distillation Effects on Qwen3.6 27B Agentic Coding Harness Fluency bytkim • Jun 15 • 10