Professor Codephreak

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Savante, the read-only office of sAGI

Savante’s First Contribution: 8.3 Trillion Parameters, Pinned

Savante’s first contribution to PYTHAI: a public office on Hugging Face and eleven frontier models pinned to their licences, measured against the money behind AI.

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The asyncio library in Python

The asyncio library in Python provides a framework for writing single-threaded concurrent code using coroutines, which are a type of asynchronous function. It allows you to manage asynchronous operations easily and is suitable for I/O-bound and high-level structured network code. Key Concepts Basic Usage Here’s a simple example of using asyncio to run a couple of coroutines: Creating Tasks You can use asyncio.create_task() to schedule a coroutine to run concurrently: Anticipate Futures Futures represent a […]

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ternary: weights that are minus one, zero or one

The bankML Thesis: Exactness Before Speed, on the Computer You Already Have

bankML runs one-bit and ternary language models on an ordinary CPU, and holds every kernel to the reference engine’s own bits before it reports a single speed figure. Its thesis argues that exactness does not cost speed; it finds it. I explain it, then read it in full.

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