Publication How to Build a Decision Model Like Jev

How to Build a Decision Model Like Jev Learn how to build AI decision models that return calibrated probabilities for classification, scoring, and routing tasks without generating text, using Hugging Face Transformers and the /v1/systemone API. The guide covers custom option tokens, model fine-tuning, probability calibration, and tree batching to improve accuracy, reduce latency, and lower inference costs. https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/