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UpTrain

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About

UpTrain is a comprehensive LLMOps platform designed to meet diverse production needs in AI model management. It offers a range of features including diverse evaluations, systematic experimentation, automated regression testing, and error isolation, enabling developers and managers to build reliable LLM applications. UpTrain facilitates integration with a single API call, ensuring compliance with data governance while providing high-quality and cost-efficient scoring. This open-source platform is equipped with precision metrics that help understand and improve LLM performance for developers, product managers, and business leaders alike.

Platform

Keywords

open-source automated testing ai performance model evaluation llmops

Task

model evaluation

Features

• automated regression testing

• diverse evaluations with 20+ predefined metrics

• custom metric definition in an extendable framework

• root cause analysis for error isolation

• creation of diverse test sets

• hosted on any cloud service

• single-line integration

• high-quality evaluations with >90% human agreement

• open-source core evaluation framework

• precision metrics for llm performance

• handles large datasets reliably

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