sentence-transformers
/

static-retrieval-mrl-en-v1

Sentence Similarity

sentence-transformers

feature-extraction

Generated from Trainer

dataset_size:80543469

loss:MatryoshkaLoss

loss:MultipleNegativesRankingLoss

Inference Endpoints

Model card Files Files and versions Community

Tom Aarsen commited on Oct 24, 2024

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5edbc99

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1 Parent(s): e30d07f

Change header size for Matryoshka evals

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@@ -1165,7 +1165,7 @@ You can finetune this model on your own dataset.
 | cosine_mrr@10       | 0.5482     |
 | cosine_map@100      | 0.4203     |
-##### Matryoshka Evaluations
 | Dimensionality | NanoBEIR_mean | NanoArguAna | NanoClimateFEVER | NanoDBPedia | NanoFEVER | NanoFiQA2018 | NanoHotpotQA | NanoMSMARCO | NanoNFCorpus | NanoNQ | NanoQuoraRetrieval | NanoSCIDOCS | NanoSciFact | NanoTouche2020 |
 |----------------|---------------|-------------|------------------|-------------|-----------|--------------|--------------|-------------|--------------|--------|--------------------|-------------|-------------|----------------|

 | cosine_mrr@10       | 0.5482     |
 | cosine_map@100      | 0.4203     |
+#### Matryoshka Evaluations
 | Dimensionality | NanoBEIR_mean | NanoArguAna | NanoClimateFEVER | NanoDBPedia | NanoFEVER | NanoFiQA2018 | NanoHotpotQA | NanoMSMARCO | NanoNFCorpus | NanoNQ | NanoQuoraRetrieval | NanoSCIDOCS | NanoSciFact | NanoTouche2020 |
 |----------------|---------------|-------------|------------------|-------------|-----------|--------------|--------------|-------------|--------------|--------|--------------------|-------------|-------------|----------------|