compute_metrics

Calculate model performance metrics, given ground truth and prediction data.

evaluate_model

Evaluate MLFlow models for supported task types.

model_evaluation_pipeline

Pipeline component for model evaluation for supported tasks. \ Generates predictions on a given model, followed by computing model performance metrics to score the model quality for supported tasks.

model_prediction

Generate predictions on a given mlflow model for supported tasks.

model_prediction_with_container

Optimized Distributed inference component for LLMs.

validation_trigger_model_evaluation

Component for enabling validation of model evaluation pipeline.