Tag: Comfyui

2025 2026 Abliteration Agpl Ai Benchmark Browser-Extension Comfyui Docker Gemma Gemma-4-E2b Glm Glm-4.7-Flash Hackthebox Hauhaucs Heretic Huggingface Llm Ltx-2 Open-Source Plagiarism Qwen Qwen-3.6 Qwen3-Vl Reaper-Abliteration Uncensored-Llm Video-Generation Vision-Language
Qwen3-VL-4B Heretic: Abliterated Vision-Language Model Released
ai llm abliteration uncensored-llm qwen qwen3-vl heretic comfyui vision-language 2026

Krea 2 came out recently and I wanted to experiment with it. Like most image-generation models, it uses a text encoder to understand your prompt. Krea 2 happens to use Qwen3-VL-4B-Instruct, a vision-language model that can see images as well as read text. I abliterated it with Heretic to give Krea 2 an uncensored encoder, ran four trials, compared them forensically with Abliterlitics , and published the winner across three repos covering transformers, GGUF, and ComfyUI.

July 16, 2026
Heretic Docker: Abliterating LLMs for Video and Image Generation
ai llm docker heretic gemma qwen comfyui video-generation

A while back I did a deep dive into abliterating Gemma 3 12B for use as an uncensored text encoder in LTX-2 video generation. The process worked but involved a lot of manual steps: running Heretic, merging safetensor shards, converting to ComfyUI format, quantizing to FP8, building GGUF quants. I got tired of doing it all by hand, so I built heretic-docker to automate the whole thing.

March 10, 2026
Abliterating Gemma 3 12B for LTX-2: Does It Actually Help?
ai llm video-generation comfyui heretic gemma ltx-2

LTX-2 is Lightricks’ open-source video generation model, and it uses Google’s Gemma 3 12B as its text encoder. Lets explore how to make an uncensored model and if it matters for LTX2 video generation.

January 11, 2026