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  1. Edge-Intelligence-Lab/MobileFineTuner Edge-Intelligence-Lab/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++ 13 6

  2. EdgeFlowerTune EdgeFlowerTune Public

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

    Python 1

  3. Stats402 Stats402 Public

    Project for Stats402

    Python

  4. The-Memory-Overhead-Rethinking-Memory-Scalability-in-Agent-Systems The-Memory-Overhead-Rethinking-Memory-Scalability-in-Agent-Systems Public

    We introduce an evaluation 4 protocol based on Pass@B, retrieval cost, failure decomposition, and the scale at 5 which reliability breaks down

    Python