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Releases: aws/llm-eval-kit

v1.0.5

25 Sep 13:57

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Initial Release

A Python SDK for creating custom evaluation metrics for LLM model evaluation on Sagemaker Training Job with built-in Pydantic validation.

Features

  • Pydantic Validation: Automatic input/output validation using Pydantic models
  • PreProcessor: For input data transformation with validation
  • PostProcessor: For output data formatting with validation
  • Lambda Handler Builder: Easy Lambda function creation
  • Exception Handling: Custom error types with validation feedback

Documentation

README for detailed instructions on how to use the package
Sample example for a complete working sample to run locally.