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RELEASE.md

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Release 2.2.0

Major improvements

  • Pipeline: support FATE-LLM 2.2.0, add FDKT support

Release 2.1.2

Major improvements

  • Resolve the issue of missing certain dependency packages during standalone deployment without FATE installation.
  • Enable lightweight installation and usage without neural network-related algorithms.

Release 2.1.1

Major improvements

  • Pipeline: add dump and load interface
  • Pipeline: Support FATE-LLM 2.1.0, add FedMKT support

Release 2.1.0

Major improvements

  • Pipeline: add supports for fate-llm 2.0
    • newly added LLMModelLoader, LLMDatasetLoader, LLMDataFuncLoader
    • newly added configuration parsing of seq2seq_runner and ot_runner
  • Pipeline: unified input interface of components

Release 2.0.0

Feature Highlights

FATE-Client 2.0: Building Scalable Federated DSL for Application Layer Interconnection

  • Introduce new scalable and standardized federated DSL IR(Intermediate Representation) for federated modeling job
  • Compile python client to DSL IR
  • Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling
  • Support mutual translation between Standardized Fate-2.0.0 DSL IR and BFIA protocol
  • Support using components with BFIA protocol through adapter mode
  • Migrated Flow CLI and Flow SDK