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Release v2.1.0

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@mgqa34 mgqa34 released this 28 Jun 07:09
· 67 commits to main since this release
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By downloading, installing or using the software, you accept and agree to be bound by all of the terms and conditions of the LICENSE and DISCLAIMER.

Major Features and Improvements

  • Introducing FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models.
    • Support three distinct scenarios: Heterogeneous, Homogeneous and One-to-One
    • Support LLM to SLM one-way knowledge transfer
  • Introducing InferDPT: Privacy-preserving Inference for Black-box Large Language Models. InferDPT leverages differential privacy (DP) to facilitate privacy-preserving inference for large language models.
  • Introducing FATE-LLM Evaluate: to evaluate FATE-LLM models in few lines with Python SDK or simple CLI commands, built-in cases included.