Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

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 ...

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.

A comprehensive RESTful API service built with Go programming language. Features advanced authentication, role-based access control, product management with categories, file uploads, search and ...

Abstract: Feature Oriented Programming (FOP) is a design methodology and tools for program synthesis. The goal is to specify a target program in terms of the features that it offers, and to synthesize ...