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Evals

Framework for evaluating LLMs and LLM systems

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Key Features

  • OpenAI benchmarks
  • Evaluation registry

Developer Review

Pros

  • OpenAI's framework for creating and running evaluations on LLMs.
  • Provides a registry of benchmarks and supports custom eval creation.
  • Widely used for benchmarking models against OpenAI standards.

Detailed Review

Evals is OpenAI's open-source framework for evaluating large language models and the systems built with them. It allows developers to run existing benchmarks or create custom evaluations to measure model performance, making it a key tool for anyone working with or building upon OpenAI models.