Blog
HF All-Time Downloads: A Browser Extension for HuggingFace
HuggingFace model pages only show downloads from the last 30 days. That number goes up and down as a rolling window, and it hides the real impact of older models. I built HF All-Time Downloads , a browser extension for Chrome and Firefox that surfaces the all-time download count directly on the model page.
Heretic Docker: Abliterating LLMs for Video and Image 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.
Abliterating Gemma 3 12B for LTX-2: Does It Actually Help?
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.
Hack the Box - Cap
Today we’re going to do ‘Cap ’ which is another easy hackthebox challenge. This will be similar to our previous challenge where we will go through without reviewing how it was done, then compare afterward with the solution.
Hack the Box - Code
Lets brush up our skills with HackTheBox! We’re starting with a simple retired machine called ‘Code ’. The total time to complete this challenge was just over six hours.