The LLM Prompt Testing tool stands as a comprehensive library designed to assess and refine the quality of Language Model Mathematics (LLM) prompts, ensuring high-caliber outputs. It equips users with the means to conduct thorough evaluations, promoting objective assessments and informed decision-making.
Users can harness the tool to curate a diverse array of test cases, leveraging representative samples of user inputs to reduce subjectivity during prompt fine-tuning. Through customizable evaluation metrics, users can define their own criteria or utilize built-in metrics to gauge prompt efficacy.
With the ability to juxtapose prompts and model outputs, users gain invaluable insights, facilitating the selection of optimal prompts and models tailored to their specific requirements. Moreover, seamless integration into existing test or continuous integration (CI) workflows enhances usability and efficiency.
The tool offers versatility through both a web viewer and a command-line interface, accommodating varying user preferences and workflows. Trusted by LLM applications serving over 10 million users, the tool’s reliability and widespread adoption underscore its efficacy within the LLM community.
In essence, the LLM Prompt Testing tool empowers users to elevate prompt quality, refine model outputs, and drive improvements through objective evaluation metrics, cementing its pivotal role in optimizing LLM performance.
More details about Promptfoo
Can I view the comparisons between prompts and model outputs in Promptfoo?
Yes, Promptfoo lets users see side-by-side comparisons between model outputs and prompts. This tool helps customers select the model and prompt that best suit their needs.
Does Promptfoo provide a command line interface?
Yes, in addition to the web viewer, Promptfoo has a command line interface as well. This makes it possible for users to efficiently use the tool even if they prefer or need a more code-centric interaction technique.
How does Promptfoo reduce subjectivity in fine-tuning prompts?
By enabling users to generate a collection of test cases from a representative sample of user inputs, Promptfoo lessens subjectivity in prompt fine-tuning. This guarantees that many different scenarios are taken into account during the review process, leading to a more impartial evaluation.
Is there a web viewer available in Promptfoo?
Promptfoo does indeed have a web viewer. This gives consumers flexibility in how they utilize the technology, enabling a wide range of user abilities to access it.
