
Research
Leading Decentralized LLM Research


FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models

Photon: Federated LLM Pre-Training

DEPT: Decoupled Embeddings for Pre-training Language Models

Supercharging Federated Learning with Flower and NVIDIA FLARE

Worldwide Federated Training of Language Models

The Future of Large Language Model Pre-training is Federated

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
