namkhanhtran

MLOps-Basics

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

speech-to-speech

Speech To Speech: an effort for an open-sourced and modular GPT4-o

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

demonstrated-feedback

translation-agent

SimPO

SimPO: Simple Preference Optimization with a Reference-Free Reward

data-science-interviews

Data science interview questions and answers

prometheus-eval

Evaluate your LLM's response with Prometheus and GPT4 💯

pipecat

Open Source framework for voice and multimodal conversational AI

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

open-instruct

hackathon

numpy-100

100 numpy exercises (with solutions)

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

openai-cookbook

Examples and guides for using the OpenAI API

Yi

A series of large language models trained from scratch by developers @01-ai

dspy

DSPy: The framework for programming—not prompting—foundation models

deepspeed-sagemaker-example

SoraReview

The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

cookbook

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

sglang

SGLang is a fast serving framework for large language models and vision language models.

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.