RTX 5090 writes nightly stock briefs with a numbers gate so the LLM can't invent figures

JakeChj · reddit · 2026-09-03

A developer shares a fully local pipeline on an RTX 5090: market data lands in SQLite, deterministic code computes every table and figure, and a local vLLM (Qwen 27B AWQ) writes only a two-paragraph summary. A guard rejects any summary whose numeric tokens aren't present in the input JSON (one retry, then publish without it), so invented numbers never ship. Key gotcha: with Korean+JSON input, thinking mode silently consumed the entire maxtokens budget — chattemplatekwargs: {enablethinking: false} fixed it where reasoningeffort couldn't. Live output and gate design shared.

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