liutianlin0121

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

til

:memo: Today I Learned

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

ml-engineering

Machine Learning Engineering Open Book

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

alignment-handbook

Robust recipes to align language models with human and AI preferences

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

build-nanogpt

Video+code lecture on building nanoGPT from scratch

obsidian-day-planner

An Obsidian plugin for day planning with a clean UI and a simple task format

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

deep_learning_curriculum

Language model alignment-focused deep learning curriculum

alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

ruozhiba

tpu-starter

Everything you want to know about Google Cloud TPU

style-transfer-pytorch

Neural style transfer in PyTorch.

flaxformer

STEAD

STanford EArthquake Dataset (STEAD):A Global Data Set of Seismic Signals for AI

seisbench

SeisBench - A toolbox for machine learning in seismology

PhaseNet

PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

Learning_Python

Source material for Python Like You Mean it

lm-human-preference-details

RLHF implementation details of OAI's 2019 codebase

algorithms-and-data-structures

Video descriptions and minimalist Python implementations of algorithms and data structures.

scatseisnet

pick-benchmark

This repository contains a benchmark of deep learning pickers

fit-a-nef

🚀 A powerful library for efficient training of Neural Fields at scale.

jax_pep503

PEP 503 repository index for jax[cuda]

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

Glimpse