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Introduction:
Are you tired of manually evaluating math prompts for your Language Model Mathematics (LLM) applications?
Introducing Promptfoo, the automated math prompt evaluation tool. With Promptfoo, you can effortlessly assess the quality of LLM prompts and ensure high-quality outputs from your models.
By creating a list of test cases using representative user inputs, Promptfoo eliminates subjectivity and fine-tunes prompts effectively. You can even define your own custom metrics or leverage the tool’s built-in metrics to set up evaluation criteria.
Compare prompts and model outputs side-by-side, effortlessly selecting the best combination for your specific needs. Seamlessly integrate Promptfoo into your existing test or continuous integration workflow, enhancing efficiency.
With a web viewer and a command line interface, Promptfoo offers flexibility in how you interact with the library. Trusted by LLM applications serving over 10 million users, Promptfoo is reliable and popular within the LLM community.
Assess, enhance, and make informed decisions based on objective evaluation metrics with the powerful LLM Prompt Testing tool – Promptfoo.
Overview:
The LLM Prompt Testing tool is a library designed to evaluate the quality of LLM (Language Model Mathematics) prompts and perform testing. It provides users with the ability to ensure high-quality outputs from LLM models through automatic evaluations.
The tool allows users to create a list of test cases using a representative sample of user inputs. This helps reduce subjectivity when fine-tuning prompts. Users can also set up evaluation metrics, leveraging the tool’s built-in metrics or defining their own custom metrics.
With this tool, users can compare prompts and model outputs side-by-side, enabling them to select the best prompt and model for their specific needs. Additionally, the library can be seamlessly integrated into the existing test or continuous integration (CI) workflow of users.
The LLM Prompt Testing tool offers both a web viewer and a command line interface, providing flexibility in how users interact with the library. Furthermore, it is worth noting that this tool has been trusted by LLM applications serving over 10 million users, highlighting its reliability and popularity within the LLM community.
Overall, the LLM Prompt Testing tool empowers users to assess and enhance the quality of LLM prompts, improve model outputs, and make informed decisions based on objective evaluation metrics.
Benefits:
- The LLM Prompt Testing tool allows users to evaluate the quality of LLM prompts and perform testing.
- It provides automatic evaluations to ensure high-quality outputs from LLM models.
- Users can create a list of test cases using representative user inputs, reducing subjectivity in prompt fine-tuning.
- The tool offers built-in metrics and the option to define custom metrics for evaluation.
- Users can compare prompts and model outputs side-by-side, helping them select the best prompt and model for their needs.
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