RobStelling

Magic_Words

Code for the paper "What's the Magic Word? A Control Theory of LLM Prompting"

flux

Official inference repo for FLUX.1 models

pyvene

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions

pyreft

ReFT: Representation Finetuning for Language Models

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

gpt-engineer

Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app

OpenHands

🙌 OpenHands: Code Less, Make More

hackathon

open-interpreter

A natural language interface for computers

text-generation-inference

Large Language Model Text Generation Inference

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

LoRA

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

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

open-source-embeddings

Source code for "$0 Embeddings (OpenAI vs. free & open source)" 🎥

software-dev-for-mlops-101

Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

gym

A toolkit for developing and comparing reinforcement learning algorithms.

bettercap

The Swiss Army knife for 802.11, BLE, HID, CAN-bus, IPv4 and IPv6 networks reconnaissance and MITM attacks.

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pravega

Pravega - Streaming as a new software defined storage primitive

langchain

🦜🔗 Build context-aware reasoning applications

guardrails

Adding guardrails to large language models.

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

SEAL

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

Pyfhel

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

secretflow

A unified framework for privacy-preserving data analysis and machine learning

llm-security

New ways of breaking app-integrated LLMs

magic-regexp

A compiled-away, type-safe, readable RegExp alternative

llama

Inference code for Llama models

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API