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Openlayer - The evaluation workspace for machine learning

Dec 07, 2023 - producthunt.com
Openlayer offers a platform for testing, evaluation, and monitoring of large language models (LLMs). The platform allows users to treat their LLM product like traditional software development, providing tools to push workflows with a few lines of code, create tests, and track progress. It also offers automatic testing for models, real-time alerts for monitoring models in production, and a commit-style versioning system for tracking and comparing versions of models, datasets, and prompts.

The platform is designed to be developer-first, with features such as 60-second onboarding, seamless notifications, and secure deployment. It also offers a community on Discord for hands-on support and a comprehensive documentation for setup instructions, walkthrough tutorials, and API reference. Openlayer has received positive reviews from industry leaders, praising its ability to streamline the evaluation and analysis of models, improve model performance, and support test-driven development and data quality analysis.

Key takeaways:

  • Openlayer offers powerful testing, evaluation, and observability for LLMs, allowing users to treat their LLM product like traditional software development.
  • The platform provides automatic testing for models, real-time alerts for monitoring, and a commit-style versioning system for tracking and comparing versions.
  • Openlayer is designed to be developer-first, with features like 60-second onboarding, seamless notifications, and secure deployment.
  • Openlayer has received positive reviews from industry leaders, who praise its ability to streamline the evaluation and analysis of models, its timeline feature for tracking progress, and its support for test-driven development and data quality analysis.
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