I ran 11 uncensored variants of Gemma 4 12B that I grabbed from huggingface, sorting by downloads. 10 full abliterations plus 2 LoRA adapters which were requested to be added in the comparison, against the official base. 165 GPU hours over three and a half weeks on a single 5090. Weight forensics, K
