Free-Public-Tools

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How I test themTools up against plain prompts, on questions from my own projects, across several AI models. Answer keys written before the runs, replies marked without names, every mark published.

Free-Public-LessonsFree AI lessons every week.

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Tools linked from research projects

specdec-sidechannels

8 modularised, standalone tools from my research project on speculative decoding. Each comes with its files and its tests. One click copy on the linked specdec-findings website.
Open the modules page

A pencil drawing of the stick-figure band on a break, surrounded by a ridiculous number of instruments: the guitarist sips coffee on an amp, the drummer checks a phone at the kit, the keys player eats pizza on the floor, two singers chat and laugh, and one stretches. A sitar, an erhu, a tuba, bagpipes, an accordion and dozens more hang on the wall or lean around them.

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More tools, newest first

Tools linked from research projects

specdec-sidechannels