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duot5-base-msmarco
castorini/duot5-base-msmarco
duot5-base-msmarco is a machine learning model from castorini. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is a T5-base pairwise reranker fine-tuned on MS MARCO passage dataset for 50k steps (or 5 epochs).
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 7, 2021
- SHA
- 001e9dc7
Model card
From the Hugging Face model README
This model is a T5-base pairwise reranker fine-tuned on MS MARCO passage dataset for 50k steps (or 5 epochs).
For more details on how to use it, check pygaggle.ai
Paper describing the model: The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
- Library
- transformers
- Type
- t5
- Created
- Mar 2, 2022
- Updated
- Dec 7, 2021