DKU Edge Intelligence Lab

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1. MobileFineTuner MobileFineTuner Public

   MobileFineTuner: Native C++ framework for fine-tuning LLMs directly on mobile devices. Features: LoRA/Full-FT, ZeRO-inspired parameter sharding, energy-aware throttling, custom autograd engine. Kee…

   C++ 25 10

2. ChatDKU-Open-Source ChatDKU-Open-Source Public

   Python 5 4

3. EdgeFlowerTune EdgeFlowerTune Public

   Forked from AndyLu666/EdgeFlowerTune

   We present EdgeFlowerTune, a deployment-oriented benchmark for fed-6 erated LLM fine-tuning under realistic edge-system constraints. EdgeFlowerTune7 jointly evaluates model quality and system costs…

   Python 1 1

4. Just-Talk-Once Just-Talk-Once Public

   Just Talk Once: Communication-Efficient Split Federated LLM Fine-Tuning on Edge Devices

   Python

5. MobileRLHF MobileRLHF Public

   C++ 2

6. ChatDKU-Public ChatDKU-Public Public

   Python 3