Qwopus3.5-4B-Coder-MTP-GGUF

💡 What is Qwopus3.5-4B-Coder? 🪐 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. 🧩 Structured Debugging Targets bug localization, minimal patch reasoning, and environment-verified code repair behavior. 🪶 Agent Trace Alignment Learns from tool-call trajectories that include real feedback loops, not only isolated prompt-response pairs.

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