
ModelUp
AI-built investor-ready financial model in 30 seconds
What it does
Answer 11 questions and ModelUp builds a CFA-grade 3-year financial model — P&L, cash runway, CAC/LTV, payback, cap table with dilution, and an AI-generated funding narrative. Plus a fully formula-driven Excel download that survives due diligence. Built by a top-ranked FMWC modeler. Free preview; Pro $4.99/mo unlocks the full model.
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- NW
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
Dev tools · May 2026 · github.com