Confident AI
LLM<p>Confident AI is an evaluation platform for assessing large language models, enabling benchmarking, unit testing, and A/B testing. It streamlines dataset management and monitoring, ensuring optimal performance and alignment with benchmarks for LLM applications.</p>
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Confident AI Introduction
What is Confident AI?
Confident AI is an evaluation platform designed for assessing large language models (LLMs). It enables companies to benchmark and unit test LLM applications, including chatbots and retrieval-augmented generation (RAG) systems. The platform allows easy generation, management, and sharing of evaluation datasets and test cases, centralizing testing processes to enhance efficiency. With over 12 custom metrics and automatic regression tracking, users can ensure LLMs operate as expected. The tool facilitates A/B testing to identify optimal configurations and offers detailed monitoring to streamline workflows, thereby saving significant time for development teams.
Confident AI Key Features
Benchmarking LLM applications
Generation and management of evaluation datasets
Custom metrics for performance assessment
A/B testing capability
Automatic regression tracking