Llm, Mlflow, Arize Phoenix, Llamaindex.
can be in the form of a pandas DataFrame, a Python list, a numpy array, or an instance of mlflow.data.dataset.Dataset(). Without much delay let's us jump to practical implementation of LLM evaluation. Let's prepare a data frame of questions and ground truth as below. import pandas as pd eval_df =