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view article **LoRA Fine-Tuning BitNet b1.58 LLMs on Heterogeneous Edge GPUs via QVAC Fabric**
view article **An Edge-First Generalized LLM LoRA Fine-Tuning Framework for Heterogeneous GPUs**