
# Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERT_Cat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the [full model card](https://huggingface.co/sebastian-hofstaetter/colbert-distilbert-margin_mse-T2-msmarco).

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 [paper](https://link.springer.com/chapter/10.1007/978-3-031-28238-6_25).
{"language": "en", "tags": ["dense-retrieval", "knowledge-distillation"], "datasets": ["ms_marco"]}
transformers pytorch distilbert feature-extraction dense-retrieval knowledge-distillation en dataset:ms_marco endpoints_compatible region:us
TAGS
#transformers #pytorch #distilbert #feature-extraction #dense-retrieval #knowledge-distillation #en #dataset-ms_marco #endpoints_compatible #region-us 


# Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERT_Cat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the full model card.

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 paper.
# Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERT_Cat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the full model card.

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 paper.
TAGS
#transformers #pytorch #distilbert #feature-extraction #dense-retrieval #knowledge-distillation #en #dataset-ms_marco #endpoints_compatible #region-us 
 # Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERT_Cat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the full model card.

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 paper.
TAGS
#transformers #pytorch #distilbert #feature-extraction #dense-retrieval #knowledge-distillation #en #dataset-ms_marco #endpoints_compatible #region-us 
# Margin-MSE Trained ColBERT encoder model only

We provide the encoder model of the complete retrieval trained DistilBert-based ColBERT model. This model is trained with Margin-MSE using a 3 teacher BERT_Cat (concatenated BERT scoring) ensemble on MSMARCO-Passage, for more details check the full model card.

This encoder-only model is used as the oracle for distilling term topic embeddings in our ECIR'23 paper.