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Writing a C compiler in 500 lines of Python(vgel.me)
454 points by vgel | 142 comments
Blog post by vgel describing the design and architecture of a small C compiler written in about 500 lines of Python.
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Justine Tunney's blog post describing 84 new matrix multiplication kernels that make llamafile prompt evaluation 30-500% faster on CPUs than llama.cpp.
I don't like NumPy(dynomight.net)
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A Dynomight blog essay critiquing NumPy's design, arguing its array broadcasting and indexing make complex computations confusing.
Writing a C compiler in 500 lines of Python(vgel.me)
454 points by vgel | 142 comments
Blog post by vgel describing the design and architecture of a small C compiler written in about 500 lines of Python.
SciPy builds for Python 3.12 on Windows are a minor miracle(labs.quansight.org)
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Quansight Labs blog post on how SciPy was built for Python 3.12 on Windows, including the move to the Flang Fortran compiler.
GPUs Go Brrr(hazyresearch.stanford.edu)
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Stanford Hazy Research blog post on what GPU hardware wants for efficient AI kernels, introducing the ThunderKittens CUDA kernel library.
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852 points by jart | 311 comments
Justine Tunney's blog post benchmarking Cosmopolitan Libc's mutex implementation against other platforms' mutexes under heavy thread contention.