Tag

inference.

3 writings found

Latest Archives

Calibrating Language Models: Why Confidence Scores Lie

How to detect and fix overconfident AI models using temperature scaling. A practical guide to making model probabilities actually meaningful.

Why I Built Laya: Open-Source System 1 for Real Production Speed

Sub-35ms open-weight decision engine with multilingual routing and honest calibration. How I rebuilt what frontier labs closed.

Hugging Face and Cerebras Build Real-Time Voice AI

Hugging Face and Cerebras combine open-source LLMs with fast inference to deliver low-latency speech-to-speech AI pipelines for developers.
View all rollups →