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Starred repositories
Our library for RL environments + evals
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Cyber Reasoning Systems for Bug-Finding and Patching in Open Source Software
The Security Toolkit for LLM Interactions
The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.
Hypergraph is a data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.
Official implementation of ISSTA 2022 paper: MDPFuzz: Testing Models Solving Markov Decision Processes.
The nnsight package enables interpreting and manipulating the internals of deep learned models.
Stanford NLP Python library for understanding and improving PyTorch models via interventions
Terminal Markdown previewer — GUI-like experience.
Trail of Bits Testing Handbook - appsec.guide
🦜️🔗LangChain for Rust, the easiest way to write LLM-based programs in Rust
Agent harness for hot-reloading function evolution in Rust.
Reload Rust code without app restarts. For faster feedback cycles.
Fully automatic censorship removal for language models
ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.
PyTorch building blocks for the OLMo ecosystem