jeffreyupton

Awesome-ML-GitHub-Repos

A collection of the most important Github repos for ML, AI & Data science practitioners

Godmode-GPT

Godmode

recipes

Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reproducibility, and infrastructure to guarantee correctness, efficiency, and interoperability.

llm-axe

A simple, intuitive toolkit for quickly implementing LLM powered applications.

llama_index

LlamaIndex is a data framework for your LLM applications

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

llm-course

rl-starter-files

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

Exploit-Development

Resources for learning about Exploit Development

refusal_direction

Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

MADRL

Repo containing code for multi-agent deep reinforcement learning (MADRL).

cosmopedia

RLexample

Some basic examples of playing with RL

10-AI-Projects-SImplerLLM

OffensiveGo

Golang weaponization for red teamers.

SuperSuit

A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 50+ HF models, 20+ benchmarks

nim-strenc

string encryption in Nim

RLAIF-V

RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

llama3

The official Meta Llama 3 GitHub site

tutorial

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

how-to-data-science

Scripts, notebooks, and articles about data science in general.