DEV Community

Karthik Sakthivel
Karthik Sakthivel

Posted on

Amazon Bedrock Model Evaluation now supports evaluating custom model import models

What's new at AWS πŸ“’

⚜️ Amazon Bedrock Model Evaluation now supports evaluating custom model import models

⚜️ This feature allows customer to evaluate, compare, and select the best foundation models for your use case.

⚜️ Amazon Bedrock also offers a choice of automatic evaluation and human evaluation.

⚜️ This automatic evaluation with predefined algorithms for metrics such as accuracy, robustness, and toxicity.

⚜️ Additionally, for those metrics or subjective & custom metrics, such as friendliness, style, and alignment to brand voice, you can set up a human evaluation workflow with a few clicks.

⚜️ Human evaluation workflows can leverage your own employees or an AWS-managed team as reviewers. Model evaluation provides built-in curated datasets or you can bring your own datasets.

⚜️ It enables customers to evaluate their own models they imported to Amazon Bedrock through the Custom Model Import feature.

⚜️ Importantly, it allows customers to complete the cycle of selecting a base model, customizing it, evaluating it, and customizing it again or continuing to production if they are satisfied.

⚜️ To evaluate an imported model, simply select the custom model from the list of models to evaluate in the model selector tool when creating an evaluation job.

πŸ“Œ https://aws.amazon.com/bedrock/developer-experience/
Explore more about Model Evaluation on Amazon Bedrock:

πŸ“Œ Evaluate best foundation models in Amazon Bedrock
https://aws.amazon.com/blogs/aws/evaluate-compare-and-select-the-best-foundation-models-for-your-use-case-in-amazon-bedrock-preview/

Top comments (0)