SplitQuantV2: Enhancing Low-Bit Quantization of LLMs Without GPUs(arxiv.org)

25 points by PaulHoule 1 year ago | 5 comments

Efficient LLM inference solution on Intel GPU(arxiv.org)

87 points by PaulHoule 2 years ago | 20 comments

eGPU: A 750 MHz Class Soft GPGPU for FPGA(arxiv.org)

119 points by matt_d 3 years ago | 37 comments

Energy-Efficient Llama 2 Inference on FPGAs via High Level Synthesis(arxiv.org)

55 points by PaulHoule 2 years ago | 20 comments

XLSTMTime: Long-Term Time Series Forecasting with xLSTM(arxiv.org)

215 points by beefman 2 years ago | 49 comments

Can LLMs Beat Classical Hyperparameter Optimization Algorithms?(arxiv.org)

95 points by galsapir 4 months ago | 15 comments

Agentic Engineering Patterns(simonwillison.net)

460 points by r4um 7 months ago | 264 comments

Simon Willison's guide index of patterns for getting good results from coding agents like Claude Code and OpenAI Codex, covering principles, testing, and prompts.

Writing a C compiler in 500 lines of Python(vgel.me)

454 points by vgel 3 years ago | 142 comments

Blog post by vgel describing the design and architecture of a small C compiler written in about 500 lines of Python.

Getting AI to work in complex codebases(github.com)

442 points by dhorthy 1 year ago | 368 comments

A GitHub markdown document from HumanLayer describing advanced context engineering techniques for getting AI coding agents to work in complex codebases.

AI Agent Guidelines for CS336 at Stanford(github.com)

480 points by prakashqwerty 4 months ago | 148 comments

A CLAUDE.md file in Stanford CS336's assignment repository giving guidelines for AI coding assistants working with students on the course.

That's not an abstraction, that's a layer of indirection(fhur.me)

546 points by fagnerbrack 1 year ago | 213 comments

A blog post arguing that many so-called abstractions in codebases are merely layers of indirection that add complexity and hurt performance without real value.

C++26 Contracts: Introduction to Preconditions and Postconditions(cppstories.com)

128 points by ibobev 11 days ago | 118 comments

A C++ Stories blog post introducing C++26 contracts, covering preconditions and postconditions.