We install and run the generators ourselves — from 3D models and video to sound effects. We write down how much VRAM each needs, what runs on CUDA and what works on Apple MPS and AMD ROCm, which is open source and which is a cloud subscription.
We read visitors’ search queries and write about them — ask right here.


“a clay teapot
with a faceted lid,
low-poly”


“rain on a tin roof,
distant thunder”The illustrations are AI-generated — examples of what the catalogued tools do, not their live output. Memory thresholds come from the fact sheets.
What runs locally
The whole tool database →Pick a type, a chip — CUDA, Apple MPS or AMD ROCm — and a VRAM ceiling. What remains are the models that actually start. Requirements are as described by the authors, with a source and check date for every value.
| Tool | Type | Runs | VRAM | Backends | Formats |
|---|---|---|---|---|---|
| LTX-Videoimage-to-video | Video | open source | from 1 GB * | Apple MPS | — |
| ChatTTStext-to-audio | Audio | open source | from 4 GB * | — | — |
| Zero123++ | 3D | open source | from 5 GB * | — | — |
| Stable Fast 3Dimage-to-3d | 3D | open source | from 6 GB * | CUDAApple MPS | glb |
| threestudio | 3D | open source | from 6 GB * | CUDA | obj |
| TripoSRimage-to-3d | 3D | open source | from 6 GB * | CUDA | — |
| MMAudio | Audio | open source | from 6 GB * | CUDA | — |
| FramePack | Video | open source | from 6 GB * | CUDA | — |
Showing the most accessible by VRAM threshold. Cloud services need no VRAM — they need a subscription: they are in their own list.
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2026-09-11
whisper.cpp v1.9.4: Windows on ARM support and ggml update to 0.23.0
Release v1.9.4 of the whisper.cpp runner is out. Changes published in the GitHub repository: Windows on ARM support added to the build pipeline, the ggml backen…
Fresh arXiv papers and model releases — briefly, with a note on what you can already run yourself.
From points to a model
This is how every 3D generator works: first a point cloud, then a surface, then materials. Click and we show it step by step. The page stays light when opened: the frames load only when you ask.
The frames load only now, not when the page opens. They are AI-generated illustrations — a real viewer will appear when our “3D from a picture” tool goes live.
Fresh generator reviews
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RefAlign: Video Generator — What It Does and What You Need to Run ItRefAlign is an open-source video generator that creates clips from a text description and a reference image. The task the tool solves is image-text-to…
forge-film: video generator — what it does and what you need to run itforge-film is an open source video generator that builds the filmmaking process as a dependency graph between scenes and runs independent scenes in pa…
wind-comic: video generator — what it does and what you need to run itwind-comic is an open source video generator that turns a single line of text into a finished short dramatic clip. As described by the author, the pro…
whisper.cpp v1.9.4: Windows on ARM support and ggml update to 0.23.0Release v1.9.4 of the whisper.cpp runner is out. Changes published in the GitHub repository: Windows on ARM support added to the build pipeline, the g…