Uncensored GLM-5.3-Flash weights released, refusal rates drop to 11%

lipeng0820 · x · 2026-08-29

OrcaRouter released uncensored weights for GLM-5.3-Flash (320B params, 18B active) in native FP8, eliminating the need for LoRA or jailbreak prompts. Evaluations show a significant drop in refusal rates across malicious benchmarks: MaliciousInstruct (96%→11%), JailbreakBench (93%→12%), and others, while benign over-refusal also decreased. Experiments suggest part of the alignment is not mediated by a single linear refusal direction.

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