NVIDIA FLARE Files

2.7.1 Release Contributors (Chronological Order)

The following lists all contributors to the NVFLARE 2.7.1 release (from 2.7.0 to 2.7.1), ordered by when they first contributed.

Total commits in this release: 60 nvkevlu - 11 commits Yuan-Ting Hsieh (謝沅廷) - 11 commits Chester Chen - 6 commits dependabot[bot] - 2 commits Holger Roth - 6 commits Yuanyuan Chen - 5 commits Isaac Yang - 10 commits Nick - 1 commit Ruda Porto Filgueiras - 1 commit Zhihong Zhang - 4 commits Ziyue Xu - 3 commits

Welcome First-Time Contributors!

We would like to extend a special thank you to the following contributors who made their first commits to NVFLARE in this release:

Nick (@nickl1234567) - 1 commit - PR [#3806] Ruda Porto Filgueiras (@r.filgueiras) - 1 commit - PR [#3741]

Thank you for your contributions to the NVFLARE community!

What's Changed

• Fix webpage links by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3812
• Bump vite from 6.3.6 to 6.4.1 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3807
• Update Hello-PT and Stats by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3810
• Bump astro from 5.13.2 to 5.14.4 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3776
• Use Python 3.9 typing by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3611
• Fix docs and add missing diagram by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3815
• Simplify quantization code by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3612
• Adjust supported minimum Python versions to 3.9 by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3665
• Enhance MLflow receiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3657
• Fix edge simulator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3813
• Deployment guide of confidential ACI [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3816
• Add Azure CVM deployment guide [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3820
• Update release notes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3818
• Fix a syntax error in ACI doc [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3823
• Update sub_start.sh with one additional option by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3821
• Update cc docs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3824
• Add FedNCA publication by @nickl1234567 in https://github.com/NVIDIA/NVFlare/pull/3806
• CC document updates and others by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3826
• Add Tensor Stream component for efficient safetensors-based model tensor streaming by @rfilgueiras in https://github.com/NVIDIA/NVFlare/pull/3741
• Add GPU CC docs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3825
• Update FAQ by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3832
• Android app enhancements for state management and status on UI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3819
• New CC token verification mechanism by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3829
• 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
• [LLM Tutorial] Restructure codes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3850
• [NVFlare Summer of Code] Adding FedOBD (IJCAI 2023) to the research dir by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3666
• LLM tutorial streaming example update by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3868
• Moved several messages to debug level by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3869

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.7.0...2.7.1