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- # MS Marco Ranking with ColBERT on Vespa.ai This is work in progress.
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- Model is based on [ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT](https://arxiv.org/abs/2004.12832). This bert model is based on BERT Medium uncased [google/bert_uncased_L-8_H-512_A-8](https://huggingface.co/google/bert_uncased_L-8_H-512_A-8)To use this model with vespa.ai for MS Marco Passage Ranking, see [MS Marco Ranking using Vespa.ai sample app](https://github.com/vespa-engine/sample-apps/tree/master/msmarco-ranking)
 
 
 
 
 
 
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+ # MS Marco Ranking with ColBERT on Vespa.ai
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+ This is work in progress.
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+
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+ Model is based on [ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT](https://arxiv.org/abs/2004.12832).
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+ This BERT model is based on BERT Medium uncased [google/bert_uncased_L-8_H-512_A-8](https://huggingface.co/google/bert_uncased_L-8_H-512_A-8)
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+ To use this model with vespa.ai for MS Marco Passage Ranking, see
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+ [MS Marco Ranking using Vespa.ai sample app](https://github.com/vespa-engine/sample-apps/tree/master/msmarco-ranking)