marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
GitHub

Enforce the output format (JSON Schema, Regex etc) of a language model

Language models are able to generate text, but when requiring a precise output format, they do not always perform as instructed. Various prompt engineering techniques have been introduced to improve ...
IEEE

Online Coding Tutorial Systems: A New Category of Programming Learning Platforms

Abstract: This paper presents a new category that has been added to the classification of Kim and Ko (2017) for programming learning systems, namely the Online Coding Tutorial System (OCTS) category.
GitHub

Y Combinator companies API

All launched companies https://yc-oss.github.io/api/companies/all.json Top companies https://yc-oss.github.io/api/companies/top.json Black-founded companies https ...