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6 related articles
TabPFN + Gemma: Building a No-Show Assistant for Small Motels
A developer uses TabPFN to predict motel cancellations and local Gemma to draft confirmation emails, with pure code verifying dates and amounts. Across 30 mornings it caught 111 of 172 cancellations, far above the 64 from random selection.
AI Restocking Assistant: Using TabPFN and Gemma to Automate Weekly Restocking for Handmade Shops
A developer built tidy-predict with TabPFN-2 and Gemma 4 E2B: it reads messy order exports, outputs cleaned files, sales prediction ranges, and plain-language restocking advice. Runs entirely on CPU, data stays local, Apache 2.0 allows commercial use—but it only covers regularly stocked products and forecasts just one week ahead.
SponsorPulse: A Local-First AI Agent for Quantifying and Negotiating Brand Deals
SponsorPulse is a local-first brand deal quantification tool: TabPFN-3.5 computes price quantiles, local Gemma 3:1b drafts negotiation emails, and a numerical firewall blocks LLM-hallucinated figures.
Predicting Invoice Late Payments with TabPFN: A Locally-Run Receivables Cash Forecasting Tool
Cashcast is an open-source invoice lateness forecaster running TabPFN v2 on your local laptop, predicting which invoices will be late, when they'll be paid, and eight-week cash flow. Backtesting shows it matches linear regression but beats gradient boosted trees, with all data processed locally.
Predicting Air Quality with TabPFN: An Honest "Failed" Pre-registered Experiment
A developer used open-source TabPFN v2 on a laptop CPU to calibrate air quality forecasts in Islamabad, pre-registering predictions to Git before each day began. The honest result: all three models ranked the day's air quality completely backwards.
MicroCast: An Open-Source Offline Mountain Weather Alert System Built on TabPFN
MicroCast is an open-source offline mountain weather alert tool using Prior Labs' TabPFN for zero-shot storm prediction — no network required, with hands-free audio output for trail safety.