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Transform datasets at scale. Optimize datasets for fast AI model training.
Thunder gives you PyTorch models superpowers for training and inference. Unlock out-of-the-box optimizations for performance, memory and parallelism, or roll out your own.
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
A Github Action to automatically bump and tag master, on merge, with the latest SemVer formatted version. Works on any platform.
Configuration classes enabling type-safe PyTorch configuration for Hydra apps
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
A PyTorch native library for large-scale model training
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Run PyTorch LLMs locally on servers, desktop and mobile
Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥
📚 Parameterize, execute, and analyze notebooks
A modern model graph visualizer and debugger
PyTorch native quantization and sparsity for training and inference
Large Language Model Text Generation Inference
A high-throughput and memory-efficient inference and serving engine for LLMs
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
Standardized Serverless ML Inference Platform on Kubernetes
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Typer, build great CLIs. Easy to code. Based on Python type hints.