Homebench – Benchmark local LLMs for speed, memory, and quality(github.com)

54 points by davai-g 2 months ago | 5 comments

MatX: Efficient C++17 GPU numerical computing library with Python-like syntax(github.com)

84 points by cl3misch 3 years ago | 64 comments

Show HN: Benchi – A benchmarking tool written in Go(github.com)

45 points by lmazgon 1 year ago | 4 comments

Show HN: Richard – A CNN written in C++ and Vulkan (no ML or math libs)(github.com)

166 points by rjinman 2 years ago | 15 comments

Show HN: Mitata – Benchmarking tooling for JavaScript(github.com)

71 points by evnwashere 2 years ago | 22 comments

Show HN: DNS Benchmark Tool – Compare and monitor resolvers(github.com)

37 points by ovo101 11 months ago | 26 comments

GPUs Go Brrr(hazyresearch.stanford.edu)

1056 points by nmstoker 2 years ago | 243 comments

Stanford Hazy Research blog post on what GPU hardware wants for efficient AI kernels, introducing the ThunderKittens CUDA kernel library.

$500 GPU outperforms Claude Sonnet on coding benchmarks(github.com)

447 points by yogthos 7 months ago | 247 comments

GitHub repository for ATLAS (Adaptive Test-time Learning and Autonomous Specialization), a system for running local LLMs on consumer GPUs for coding tasks.

The GPU, not the TPM, is the root of hardware DRM(mjg59.dreamwidth.org)

399 points by DvdGiessen 1 year ago | 408 comments

Blog post by Matthew Garrett arguing that GPUs, not TPMs, are the real root of hardware DRM; the capture shows a Dreamwidth captcha page instead.

AI models may be capable of self-replicating without access to a datacenter(anthropic.com)

36 points by artninja1988 14 days ago | 26 comments

Anthropic Frontier Red Team post reporting experiments suggesting small AI models may soon self-replicate on commercial IoT devices without datacenter access.

AI is breaking two vulnerability cultures(jefftk.com)

403 points by speckx 5 months ago | 160 comments

Jeff Kaufman blog post on how AI acceleration strains both coordinated-disclosure and Linux's 'bugs are bugs' vulnerability cultures, using the Copy Fail bug as an example.

The Lost Atomic Update on Loongson CPU(jia.je)

120 points by jiegec 1 month ago | 6 comments

A blog post investigating a hardware erratum on the Loongson LA664 CPU where an atomic instruction loses updates, causing an infinite loop while packaging normaliz for Debian.