MoRSE trains role- and subtask-specific LoRA experts with a prototype router and hierarchical GRPO, improving LLM code-generation benchmarks and held-out task generalization.
Mixture-of-loras: An efficient multitask tuning method for large language models
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MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts
MoRSE trains role- and subtask-specific LoRA experts with a prototype router and hierarchical GRPO, improving LLM code-generation benchmarks and held-out task generalization.