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This article presents a multi-hour investigation into speeding up local inference for Qwen MoE models using llama.cpp, including experimental results, patches, benchmarks, and reproduction guides, with some workloads showing substantial gains.
An AI agent autonomously scans major open-source repositories, writes patches for security vulnerabilities, and opens pull requests that human maintainers review and merge, with its success measured by merged fixes.
A tutorial on using git add -p to interactively stage hunks of changes, allowing for selective commits and cleaner version control history.
Patched iozone to compile on Apple Silicon Macs running macOS 26, ensuring disk benchmarking works without errors; the fix was incorporated into version 510.
This project provides patches and scripts to add experimental MAP-E CE (RFC7597) support to OpenBSD 7.8 routers, including kernel patches and a companion application called maped.