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sparta-msmarco-distilbert-base-v1
BeIR/sparta-msmarco-distilbert-base-v1
sparta-msmarco-distilbert-base-v1 is a feature extraction model from BeIR. Use it when you need embeddings to search or compare text. It is set up for transformers.
Re-Implementation of SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. It is the re-implementation we used for BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Infor…
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Oct 1, 2021
- SHA
- 34bbf9fb
Model card
From the Hugging Face model README
SPARTA
Re-Implementation of SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. It is the re-implementation we used for BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.
Also have a look at our BEIR repository: https://github.com/UKPLab/beir
Have a look at https://github.com/nreimers/beir-sparta for the training and inference code of this SPARTA model
- Task
- Feature Extraction
- Library
- transformers
- Type
- distilbert
- Created
- Mar 2, 2022
- Updated
- Oct 1, 2021