Pareto Finance
Get your Proof of Funds verified in 48 hours
What it does
Pareto Finance helps Nigerians planning to relocate, study, or work abroad get their embassy-required Proof of Funds verified and in their account within 48 hours. Fast, legitimate, MFI licensed, and built for the Japa generation.
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Compare your startup equity grant for free.
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Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
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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
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Dev tools · May 2026 · github.com