StudyLumo

What it does

Struggling to study consistently? Unsure where to start? StudyLumo is the AI study app that creates your personalized study plan, generates exam-ready questions, and explains any concept in clear, simple language — all in one place. Whether you are preparing for an interview, exam, skill, or course — or simply want to learn something new. StudyLumo becomes your 24/7 personal tutor.

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  QuizioJan 2026 · ▲5

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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…

  Life & fun · May 2026 · github.com

• FM
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