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learn-spark-concepts

lecun1989-repro

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

lens

Lens - The Kubernetes IDE

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

libsignal

Home to the Signal Protocol as well as other cryptographic primitives which make Signal possible.

linux-insides

A little bit about a linux kernel

livekit

End-to-end stack for WebRTC. SFU media server and SDKs.

llama

Inference code for LLaMA models

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

llama.cpp

Port of Facebook's LLaMA model in C/C++

llama2.c

Inference Llama 2 in one file of pure C

llama3

The official Meta Llama 3 GitHub site

llama3.np

llama3.np is pure NumPy implementation for Llama 3 model.

llm.c

LLM training in simple, raw C/CUDA

llm101n

LLM101n: Let's build a Storyteller

m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

maestro

Maestro: Netflix’s Workflow Orchestrator

makefiletutorial

Learn make by example

makemoe

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

makemore

An autoregressive character-level language model for making more things

mamba

mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

mamba-notes

Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

matmul.c

matmulfreellm

Implementation for MatMul-free LM.

maturin

Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages

megabyte-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mimic-me

min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch