TestnHire

What it does

TestnHire is an easy-to-use talent assessment tool that helps companies evaluate candidates based on real skills, not just resumes. With TestnHire, you can create online skills assessment tests in just a few clicks and send them to any number of candidates - whether you’re hiring for a single role or conducting pre-employment skills assessment tests in bulk.

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  Needle: We Distilled Gemini Tool Calling into a 26M Model▲776

  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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