LFM2.5-ColBERT-350M is a surprisingly reliable smart tool selector.

We gave it 151 tools, and it consistently surfaces the 5 most relevant ones based on the user prompt.

This saves tokens and improves accuracy. Ideal for hmmmm agentic edge models? 👀 pic.twitter.com/IPyizctesU

— Maxime Labonne (@maximelabonne) 18 juin 2026

LFM2.5-ColBERT-350M is a surprisingly reliable smart tool selector. We gave it 151 tools, and it consistently surfaces the 5 most relevant ones based on the user prompt. This saves tokens and improves accuracy. Ideal for hmmmm agentic edge models?

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