Salesforce/SFR-Embedding-2_R

Salesforce/SFR-Embedding-2_R

Overview

Architecture

Mistral

Parameters

7.1B

Tasks

Encode

Outputs

Dense

Dimensions

Dense: 4,096

Max Sequence Length

32,768 tokens

License

cc-by-nc-4.0

Languages

en

View on HuggingFace →

Benchmarks

NFCorpus

medical retrieval en

Biomedical literature search from NutritionFacts.org

Corpus: 3,593 Queries: 323

Quality

ndcg at 10 0.4285

map at 10 0.1692

mrr at 10 0.6300

NanoFiQA2018Retrieval

finance retrieval en

Smaller subset of the FiQA financial QA dataset

Quality

ndcg at 10 0.6468

map at 10 0.5714

mrr at 10 0.6532

Performance L4 b1 c16

Corpus 2.9K tok/s

Corpus p50 682.5ms

Query 457 tok/s

Query p50 238.4ms

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