Metaflow Extension for model checkpointing

A minimal, pixel-perfect dev portfolio, component registry, and blog.

JavaScript animation engine

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

Examples of running Inference workloads on Outerbounds

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

Snapshot, transmit, and resume python states

🚀 The fast, Pythonic way to build MCP servers and clients

Where GPUs get cooked 👩‍🍳🔥

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Solve Visual Understanding with Reinforced VLMs

Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

Sandboxed code execution for AI agents, locally or on the cloud. Massively parallel, easy to extend. Powering SWE-agent and more.

tiny vision language model

Minimal reproduction of DeepSeek R1-Zero

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

This is a plugin which lets EC2 developers use libfabric as network provider while running NCCL applications.

An extensible benchmark for evaluating large language models on planning

Machine Learning Engineering Open Book

Supercharge Your Model Training

A Pip requirements file parser.

A curated list of engineering blogs

Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.

Testing designs for a benchmarking operator (in experimental mode!)

A generative world for general-purpose robotics & embodied AI learning.