Religo
January 19, 2024
Introduction:
Are you struggling to evaluate the quality, speed, and cost of your generative AI models?
Introducing Gentrace, the AI tool that revolutionizes the evaluation and monitoring process.
With Gentrace, you can continuously assess the performance of your AI models using a combination of humans, AI, and heuristics.
Automate the grading process, eliminate manual evaluation, and detect regressions and hallucinations effortlessly.
But that’s not all – Gentrace’s Observe feature allows you to monitor the speed and cost of your AI models in real-time.
Drill down into specific inputs, outputs, and evaluator scores, and gain valuable insights into the performance of your models over time.
Integrate Gentrace seamlessly into your existing workflows with its easy-to-use SDK for Python.
Rest assured, Gentrace prioritizes enterprise-grade security with SOC 2 TYPE 1 controls and completed audits.
Organize your team members and manage access privileges with admin and user controls.
Exciting upcoming features include more fine-grained controls and a self-hosted option for data storage.
Optimize your generative AI models for quality, speed, and cost in production with Gentrace – the comprehensive solution you’ve been waiting for.
Overview:
Gentrace is an AI tool designed to evaluate generative AI models using a combination of humans, AI, and heuristics. It focuses on assessing the quality, speed, and cost of production. The tool allows teams to continuously evaluate the quality of AI models by leveraging AI and heuristics. It also automates the grading process, eliminating the need for manual evaluation using spreadsheets. By using AI and heuristic evaluators, Gentrace can automatically detect regressions and hallucinations.
In addition, Gentrace provides a production monitoring feature called Observe. This feature allows users to monitor the speed and cost of AI models in real-time. Users can drill down to analyze specific inputs, outputs, and evaluator scores for different generations. The tool provides a visual representation of pipeline runs, offering insights into the performance of AI models over time.
Gentrace offers an easy-to-use SDK for Python, enabling users to integrate the tool into their existing workflows. It also emphasizes enterprise-grade security with SOC 2 TYPE 1 controls in place and completed audits. The tool provides admin and user controls for organizing team members and managing access privileges. Gentrace also mentions upcoming features, such as more fine-grained controls and a self-hosted option for data storage.
Overall, Gentrace aims to provide a comprehensive solution for evaluating and monitoring generative AI models, enabling teams to optimize their models for quality, speed, and cost in production.
Benefits:
- Gentrace evaluates generative AI models using a combination of humans, AI, and heuristics.
- The tool focuses on assessing the quality, speed, and cost of production.
- Teams can continuously evaluate the quality of AI models by leveraging AI and heuristics.
- Gentrace automates the grading process, eliminating the need for manual evaluation using spreadsheets.
- By using AI and heuristic evaluators, Gentrace can automatically detect regressions and hallucinations.
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