NVIDIA/NVFlare 2.7.1rc2

2.7.1rc2: Bug fixes and minor improvements

Repository: NVIDIA/NVFlare

Tag: 2.7.1rc2

Published: 2025-11-25T22:14:44Z

Prerelease: yes

Release notes:

What's Changed

• Add ADAQUANT quantization scheme by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3628
• Add CC GPU notes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3840
• Update cc doc structure by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3843
• Added User Data Instrucitons by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3844
• Fix for quantization by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3846
• Added unmount instructions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3847
• Fix cc provision example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3845
• Update document not to include packager in the Azure project.yml [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3851
• Update links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3852
• [HuggingFace] Multi-node client support by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3755
• Multi-node training: Add wrapper to update master address in client_api_config.json by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3855
• Fix format issues of some yaml in the document [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3857
• Fix broken links to some images by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3854
• Fix hf llm SimEnv call by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3859
• Fix Android edge device stability and resume support by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3858
• Add SklearnFedAvgRecipe and convert sklearn-linear example to recipe format by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3835
• Add XGBBaggingRecipe and convert random_forest example to recipe format by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3838
• Add SVMFedAvgRecipe and convert sklearn-svm example to recipe format by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3837
• Add KMeansFedAvgRecipe and convert sklearn-kmeans example to recipe by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3836
• Fix a literalinclude link by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3860
• Add check on empty cc_info by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3862
• Fix broken quantization pipeline by recent adaquant by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3861
• Use absolute path for nvidia logo [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3866
• Address race issue for quantization filter by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3865
• Fixed cc_provision example by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3864

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.7.1rc1...2.7.1rc2