This model is a T5-base reranker fine-tuned on the MS MARCO passage dataset for 100k steps (or 10 epochs).

For better zero-shot performance (i.e., inference on other datasets), we recommend using castorini/monot5-base-msmarco-10k .

For more details on how to use it, check the following links:

• A simple reranking example
• Rerank MS MARCO passages
• Rerank Robust04 documents

Paper describing the model: Document Ranking with a Pretrained Sequence-to-Sequence Model