The package I built is like a provider for 10+ different evaluation metrics that run both locally on your machine using models from hugging-face but also on the cloud IF you want more functionality.

If you want to evaluate a fine-tuned model, we have integrations with LM Harness and Stanford HELM coming out. If you want to evaluate a RAG application, we have 7+ metrics available for that.

You can also create your custom metrics using our interface!