note

The Era of Building LLMs from Scratch Yourself Has Arrived—An Engineer's Guide to karpathy/nanochat

Have you ever wondered, "How is ChatGPT actually made?" I, too, felt like the internals were a black box because I was too accustomed to just calling the API. An OSS project that answers that question ...
PC Tech Magazine

Best machine learning development companies for time series forecasting (2026)

The seven companies listed here cover the realistic range of what a buyer will encounter in 2026: embedded ML teams that own ...
Tech Times

LLM Data Mixture Breaks When Training Pools Shift: Causal Inference Offers Fix

LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.
Communications of the ACM

The LLVM Compiler Infrastructure

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...
How-To Geek on MSN

Setting up a local LLM is the easy part—here's what you need to do with it next

Put your local AI to work.
GitHub

fangpin/llm-from-scratch

This repository contains a from-scratch implementation of a modern decoder-only Transformer model in PyTorch, built for educational purposes. It includes all the essential building blocks of a modern ...
GitHub

seanippolito/self-hosting-guide

SQLModel is a library for interacting with SQL databases from Python code, with Python objects. It is designed to be intuitive, easy to use, highly compatible, and robust. Citus is a PostgreSQL ...