aici vs LLMs-from-scratch

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

aiciLLMs-from-scratch
TaglineArtificial Intelligence Controller Interface (AICI)Implement a ChatGPT-like LLM in PyTorch from scratch
Stars2.1k99k
Forks8415k
Open issues414
LanguageRustJupyter Notebook
LicenseMITOther
Last pushedJan 22, 2025Jun 2, 2026
CategoriesInference & Serving, LLM FrameworksModel Training, LLM Frameworks

aici

AICI allows building Controllers for real-time constraint and direction of Large Language Model outputs, implemented as WebAssembly modules.

Rust

LLMs-from-scratch

Repository containing code and instructions for developing, pretraining, and finetuning a GPT-like large language model (LLM) using PyTorch.

Jupyter Notebook