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fast_trimul

A drop-in library for fast Triangle Multiplicative Updates

Developer Tools
Artificial Intelligence
GitHub
Computers
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Hunted byTiago MonteiroTiago Monteiro

A drop-in, hardware-agnostic library for Fused Triangle Multiplicative Updates across AlphaFold3 family models, powered by CuTe DSL. Uses roughly half the GPU memory with almost zero activation data at any sequence length. It is far faster for small sequences.

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The creators of AlphaFold won a Nobel Prize in 2024. I made its family of AI open source models faster with a CUDA kernel. I created fast_trimul, a drop-in Python library for Fused Triangle Multiplicative Updates across AlphaFold3 family models. It has a modular architecture, since it was designed to be easy to use in production, and it works on OpenFold3 and Protenix. The CUDA kernel is written in the Python CuTe DSL, so the kernel codebase stays small and easy to adapt for other GPUs like H100 or B200. GitHub: https://github.com/tiagomonteiro... LinkedIn: https://lnkd.in/p/gFGnV3JA

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About fast_trimul on Product Hunt

A drop-in library for fast Triangle Multiplicative Updates

fast_trimul was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #151 on the daily leaderboard. A drop-in, hardware-agnostic library for Fused Triangle Multiplicative Updates across AlphaFold3 family models, powered by CuTe DSL. Uses roughly half the GPU memory with almost zero activation data at any sequence length. It is far faster for small sequences.

fast_trimul was featured in Developer Tools (518.5k followers), Artificial Intelligence (477.4k followers), GitHub (41.4k followers) and Computers (2.4k followers) on Product Hunt. Together, these topics include over 227.9k products, making this a competitive space to launch in.

Who hunted fast_trimul?

fast_trimul was hunted by Tiago Monteiro. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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