Qwen3.6 35B Uncensored: 1M Context + MTP + Vision, one file HauhauCS's Aggressive uncensored build of Qwen3.6 35B A3B, extended to a 1,048,576 token context and fused with the official MTP speculative decoding layer. Every claim on the banner is measured, not inherited. Verification data ships in this repo. Capability Status Evidence 1M context Certified July 6, 2026 70/70 needles , full ladder 64K to 1M, 10 depths per rung, f16 KV, temp 0 MTP speculative decoding Grafted and vetted 284.6 to 380.1 tok/s (+33.6%) , draft acceptance 0.864 , RTX 5090 Vision Verified mmproj tower reads image text and identifies objects correctly Uncensored HauhauCS Aggressive Trunk weights bit identical to the HauhauCS release Needle in a haystack certification Native context is 262,144. YaRN rope scaling (factor 4) extends to 1,048,576, and retrieval stays perfect across the entire extension: every rung from 64K to 1M scored 10/10 at depths from 5 to 95 percent. Raw per needle records are in results.jsonl . MTP: how it got here and what it does Qwen3.6 ships a multi token prediction layer in the official checkpoint, but uncensored community trunks usually drop it. This build grafts the official MTP la…
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy