šŖ Qwopus3.5 4B Coder Coder SFT Release Compact Agentic Coding Model Fine Tuned for Debugging, Tool Use, and Structured Reasoning š§¬ Trace Inversion š§ 4B Dense Model ā” MTP n=2 Tested š ļø Agentic Coding š benchlocal Evaluated š” What is Qwopus3.5 4B Coder? šŖ Qwopus3.5 4B Coder is a compact coding and agent model built on the Qwen3.5 4B family. It is optimized for local execution, code debugging, structured tool use behavior, and reasoning heavy developer workflows. The training recipe follows the Qwopus Coder line: Trace Inversion for learnable reasoning traces, high quality agent trajectories for tool behavior, and curriculum SFT to preserve formatting stability under longer contexts. š§© Structured Debugging Targets bug localization, minimal patch reasoning, and environment verified code repair behavior. šŖ¶ Agent Trace Alignment Learns from tool call trajectories that include real feedback loops, not only isolated prompt response pairs. š MTP Ready Evaluation Benchmarked with Multi Token Prediction enabled at n=2 against the Qwen3.5 4B MTP reference. ā” Local First Design To empower resource constrained users, the 4B size serves as the sweet spot for running agentic tasks on 16Gā¦
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy