Gemma 4 31B uncensored · format family
How a 30.7B multimodal Gemma stopped refusing: a deterministic weight-level method, four precision formats, measured refusal and KL results, and serving commands matched to the model cards.
Tag: nvfp4
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Ornith 1.0 35B · NVFP4
Fit a 34.7B Qwen3.5-MoE reasoning checkpoint onto a single Blackwell workstation without quantizing every subsystem.