The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven orchestration system that manages a group of AI agents to accomplish tasks based on user input. Powered by AutoGen, Azu…

Expert Parallelism Load Balancer

A bidirectional pipeline parallelism algorithm for computation-communication overlap in V3/R1 training.

Analyze computation-communication overlap in V3/R1.

DeepEP: an efficient expert-parallel communication library

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experi…

Genome modeling and design across all domains of life

Inference code for scalable emulation of protein equilibrium ensembles with generative deep learning

This repository contains the Hugging Face Agents Course.

10 Lessons to Get Started Building AI Agents

Democratizing Reinforcement Learning for LLMs

Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory! 🦥

Fully open reproduction of DeepSeek-R1

This is a simple example of how to serve a DeepSeek model with Azure ML.

This is a replicate of DeepSeek-R1-Zero and DeepSeek-R1 training on small models with limited data

Clean, accessible reproduction of DeepSeek R1-Zero

Composable building blocks to build Llama Apps

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.