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MidTool reveals that dedicated mid-training can significantly enhance LLMs' ability to utilize tools effectively, outperforming traditional post-training approaches.
GUI agents can achieve significantly stronger task-solving capabilities through carefully designed post-training and data curation, without relying on costly online data collection.
