DynaGraph is a multi-model framework that multiplexes PEFT adapters on a shared base model with evaluator-driven dynamic topology reconfiguration and hierarchical self-healing to achieve near-72B performance on reasoning benchmarks using an 8B model while reducing latency and tokens.
Bioinformatics, 36(4):1234–1240
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DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration
DynaGraph is a multi-model framework that multiplexes PEFT adapters on a shared base model with evaluator-driven dynamic topology reconfiguration and hierarchical self-healing to achieve near-72B performance on reasoning benchmarks using an 8B model while reducing latency and tokens.