jeffreyupton's starred repositories

generative-ai-for-beginners

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

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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.

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llama_index

LlamaIndex is a data framework for your LLM applications

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llama3

The official Meta Llama 3 GitHub site

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nsfw_data_scraper

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

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LoRA

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

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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.

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OpenRLHF

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

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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.

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VLMEvalKit

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

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MADRL

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

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rl-starter-files

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

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OffensiveGo

Golang weaponization for red teamers.

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SuperSuit

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

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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.

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tutorial

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

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RLAIF-V

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

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llm-axe

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

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refusal_direction

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

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how-to-data-science

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

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nim-strenc

string encryption in Nim

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Awesome-ML-GitHub-Repos

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

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