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THEMATIC COLLECTION

Real-world
Research & analysis

Concrete workflows, including the tradeoffs and limitations reported by their authors.

3entries in
this collection
VRAM unspecified

Turning an hour of stock research per ticker into minutes

Local models take over the reading and summarizing side of manual stock analysis, cutting a research routine from hours a day to a few hours a week.

VRAM unspecified

Pre-digesting 1,500 companies' reports before a hosted model sees them

A local model reads financial reports across 1,500 companies first, so the more expensive hosted model only has to work with the distilled output.

96gb-plus

Academic and policy research on an M5 and a DGX Spark

Purpose-built tools around a personal research corpus, plus Hermes as an interactive research assistant, get this researcher roughly 80% of the way to frontier quality — locally.