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[2401.07324] Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

https://arxiv.org/abs/2401.07324
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2026-07-24 10:06:28
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Text Highlight2026-07-24 13:27:28
Original Highlight Excerpt
"arXivLabs is a framework that allows collaborators to develop and share new arXiv features"
Whisper Note
Huh, I always thought arXiv was just a paper dump, had no idea they had a dev platform too.
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arxiv.org
Text Highlight2026-07-24 13:18:28
Original Highlight Excerpt
"arXivLabs is a framework that allows collaborators to develop and share new arXiv features"
Whisper Note
Wait, so random people can just build stuff on arXiv? That's kinda cool actually.
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arxiv.org
Text Highlight2026-07-24 10:24:28
Original Highlight Excerpt
"Small LLMs Are Weak Tool Learners: A Multi-LLM Agent"
Whisper Note
My tiny model actually handles basic tools fine, maybe the paper's setup is niche.
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arxiv.org
Text Highlight2026-07-24 10:15:28
Original Highlight Excerpt
"Small LLMs Are Weak Tool Learners: A Multi-LLM Agent"
Whisper Note
But maybe it's about the training data, not size alone?
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arxiv.org
Text Highlight2026-07-24 10:06:28
Original Highlight Excerpt
"Small LLMs Are Weak Tool Learners: A Multi-LLM Agent"
Whisper Note
So true, I tried a small model with a calculator tool and it just gave up.

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