MiniMax-M3-uncensored · 428B MoE
Study refusal behavior in a 428B multimodal MoE while preserving its reasoning and routing structure.
Blog
Notes on model releases, inference infrastructure, and security work — written when there is evidence to show.
Gemma 4 31B uncensored · format family
Remove refusal behavior from a 30.7B multimodal model without losing a deployable format set.
Ornith 1.0 35B · NVFP4
Fit a 34.7B Qwen3.5-MoE reasoning checkpoint onto a single Blackwell workstation without quantizing every subsystem.