HN · GitHub Signals

OPEN SOURCE, IN FOCUS

transformer-vm

percepta-core/transformer-vm

Compile programs directly into transformer weights. Includes a 2D convex-hull KV cache with O(log n) inference.

Explore on GitHub ↗

Saved projects stay in this browser. No account needed.

TAKE A CLOSER LOOK

Start with the source.

The repository is the place to check installation steps, supported platforms, the license, and current maintenance before choosing a tool.

Read the documentation on GitHub ↗

Keep exploring

Find projects in the same areas, or search the archive for a different approach.

ANOTHER GOOD FIND

Explore related projects

View the archive ↗

Connected by topics and descriptions.

rightnow-ai

automegakernel

An agent harness that compiles a model into one provably-correct, self-retargeting CUDA megakernel and self-tunes it past cuBLAS at batch-1 LLM decode, paper: https://arxiv.org/abs/2606.09682

Take a look →
jbwinters

jacquard-lang

Jacquard is a small programming language designed for a regime in which most code is written by machine-learning models and reviewed by people.

Take a look →
alibaba

atrex-bench

End-to-end benchmark for AI-generated GPU kernels, drawn from real production traces — turn a PyTorch reference into a DSL kernel (Triton, Gluon, FlyDSL, CuteDSL) and grade it on compilation, numerical correctness, and speed-of-light efficiency, on both AMD and NVIDIA GPUs.

Take a look →