jeffreyupton

generative-ai-for-beginners

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

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.

llama_index

LlamaIndex is a data framework for your LLM applications

llama3

The official Meta Llama 3 GitHub site

nsfw_data_scraper

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

LoRA

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

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!

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)

RLexample

Some basic examples of playing with RL

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.

VLMEvalKit

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

MADRL

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

rl-starter-files

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

OffensiveGo

Golang weaponization for red teamers.

SuperSuit

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

cosmopedia

Exploit-Development

Resources for learning about Exploit Development

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.

Godmode-GPT

Godmode

tutorial

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

RLAIF-V

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

llm-course

llm-axe

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

refusal_direction

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

how-to-data-science

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

10-AI-Projects-SImplerLLM

nim-strenc

string encryption in Nim

Awesome-ML-GitHub-Repos

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