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phantom-kv is a tool that uncensors large language models by injecting a small trained KV-cache bank, allowing temporary refusal removal without weight modifications.
OrcaRouter has released uncensored weights for the GLM-5.3-Flash AI model, featuring native FP8 precision and integrated refusal removal without additional modifications.
A novel two-pass ablation technique (ASPA) applied to Gemma-4-12B achieves zero refusal rate with zero capability loss, using source-tethering to recover benchmark performance.
OBLITERATUS is an advanced open-source toolkit that uses abliteration to remove refusal behaviors from large language models, enabling modifications without retraining while contributing to crowd-sourced research data.