cd /news/large-language-models/fedbpt-efficient-federated-black-box… · home topics large-language-models article
[ARTICLE · art-28757] src=research.nvidia.com ↗ pub= topic=large-language-models verified=true sentiment=· neutral

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

Researchers from Duke University and NVIDIA introduced FedBPT, a method for efficient federated black-box prompt tuning of large language models, presented at ICML 2024. The approach enables collaborative fine-tuning without sharing raw data or model parameters, addressing privacy and communication constraints.

read1 min views1 publishedJun 15, 2026

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Machine Learning 3D Deep Learning Computer Vision Robotics All Areas Careers Academic Collaborations Government Collaborations Graduate Fellowship Internships Research Openings Research Scientists Meet the Team Licensing Skip to main content Artificial Intelligence Computing Leadership from NVIDIA Login Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Machine Learning 3D Deep Learning Computer Vision Robotics All Areas Careers Academic Collaborations Government Collaborations Graduate Fellowship Internships Research Openings Research Scientists Meet the Team Licensing Search Search Enter the terms you wish to search for. Publications FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models Authors Jingwei Sun (Duke University) Ziyue Xu Hongxu Danny Yin Dong Yang Daguang Xu

Yudong Liu (Duke University)
Zhixu Du (Duke University)
Yiran Chen (Duke University)

Holger Roth Publication Date Sunday, July 21, 2024 Published in International Conference on Machine Learning 2024 Research Area Artificial Intelligence and Machine Learning Generative AI Natural Language Processing

── more in #large-language-models 4 stories · sorted by recency
── more on @duke university 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/fedbpt-efficient-fed…] indexed:0 read:1min 2026-06-15 ·