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LoRA-GA$^2$ closes the performance gap with full fine-tuning by leveraging multi-step gradient dynamics without sacrificing efficiency.
Achieving trillion-parameter performance with just 35 billion parameters by scaling agent horizons reveals a new frontier in model efficiency.
