BenchLLM
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About
BenchLLM is an open and flexible evaluation tool designed for LLM-powered applications. It allows developers to evaluate AI products by building test suites and generating quality reports using various evaluation strategies, including automated, interactive, or custom options. The tool integrates seamlessly with APIs such as OpenAI and Langchain, providing powerful command-line interface capabilities for monitoring AI model performance and detecting regressions in production environments. Users can define tests intuitively in JSON or YAML format, organize them into versioned suites, and automate evaluations within CI/CD pipelines. With BenchLLM, teams can enhance their testing processes and ensure the reliability of their models.
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Task
Features
• easily organize tests into versioned suites
• monitor model performance for regressions
• generate insightful evaluation reports
• powerful cli for testing and ci/cd
• intuitive test definitions in json or yaml
• flexible api for various ai integrations
• support for openai and langchain
• automated, interactive, or custom evaluation strategies
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