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Based on LFM2-1.2B, LFM2-1.2B-Tool is designed for concise and precise tool calling. The key challenge was designing a non-thinking model that outperforms similarly sized thinking models for tool use.
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Use cases:
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Mobile and edge devices requiring instant API calls, database queries, or system integrations without cloud dependency.
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Real-time assistants in cars, IoT devices, or customer support, where response latency is critical.
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Resource-constrained environments like embedded systems or battery-powered devices needing efficient tool execution.
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