IvanYashchuk

lazygit

simple terminal UI for git commands

hyperfine

A command-line benchmarking tool

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.

lark

Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.

LibCST

A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree

minitorch

The full minitorch student suite.

cs431

Essentials-of-Compilation

A book about compiling Racket and Python to x86-64 assembly

mathlib4

The math library of Lean 4

hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

MIRAI

Rust mid-level IR Abstract Interpreter

resource-stream

CUDA related news and material links

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

programming-language-research

✨ Programming Language Research, Applied PLT & Compilers

pycopy

Pycopy - a minimalist and memory-efficient Python dialect. Good for desktop, cloud, constrained systems, microcontrollers, and just everything.

objgraph

Visually explore Python object graphs

mlir-tutorial

MLIR For Beginners tutorial

illustrated-machine-learning.github.io

Website containing illustrations about Machine Learning theory!

pythonflow

:snake: Dataflow programming for python.

swarm-jax

Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes

trident

A performance library for machine learning applications.

a1gpt

throwaway GPT inference

Tranformers_Are_What_You_Dont_Need

The best repository showing why transformers don’t work in time series forecasting and showcasing the best SOTA non transformer models.

auto-walrus

Automatically use the awesome walrus operator

polysnake

A Python extension module that uses C, C++, Fortran and Rust

pysr_scaling_laws

You should use PySR to find scaling laws. Here's an example.

CassetteOverlay.jl

An experimental simple method overlay mechanism for Julia

advanced-mpi

Advanced MPI and parallel I/O