Kanzappmininig

What it does

Kanz Al-An is an innovative Telegram mini-app designed to bring crypto mining directly to your fingertips. Users can easily start mining tokens, participate in community challenges, and boost their earnings through an interactive referral system. Join the community, invite your friends, and start building your digital treasure today!

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  Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

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