A single model repository at the centre with hundreds of community forks and variants radiating outward across a dark grid

Five Weeks, 400 Repositories: What Happens When Everyone Gets the Weights

Hugging Face says MiniMax H3 went up on 28 July. Five weeks later there are around 400 repositories with its name on them, new ones arriving at eight to twenty-four a day, and this week the community visibly stopped asking whether it runs and started asking how fast. Here is what that pace actually looks like, and why our own pipeline is not moving anywhere near that quickly.

September 1, 2026 · 4 min · Aillex / DIY AI
A video model running on a small graphics card while a gate marked with an application form stands between it and commercial use

Radar, 30 August: Everyone Is Racing to Run MiniMax H3 on Small Cards. Almost Nobody Is Reading the Licence

Our radar pulled 240 items and the video half was almost entirely one model. Three separate projects landed in a day to squeeze MiniMax H3 onto consumer GPUs, and every one of them is impressive. The thing none of the posts mention is that the licence puts an application form in front of anyone in the US, EU, UK or South Korea.

August 30, 2026 · 5 min · Aillex / DIY AI
LTX-2.5 in ComfyUI: The Hidden Prompt Rewriter That Poisoned Two Rounds of My Benchmark

LTX-2.5 in ComfyUI: The Hidden Prompt Rewriter That Poisoned Two Rounds of My Benchmark

We benched LTX-2.5 for two full rounds and got confident, wrong answers, because the official templates ship an LLM prompt rewriter that is on by default and buried inside a subgraph. Here is how to find it, how to actually turn it off, and what the model does once your prompts reach it intact.

August 14, 2026 · 8 min · Aillex / DIY AI
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