jeffreyupton's starred repositories
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
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
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.
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
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.
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
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.
nim-strenc
string encryption in Nim
Awesome-ML-GitHub-Repos
A collection of the most important Github repos for ML, AI & Data science practitioners