intfloat/multilingual-e5-large
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 23.7K
Corpus p50 85.2ms
Query TPS 2.9K
Query p50 58.0ms
CosQA
Performance L4 b1 c16
Corpus TPS 14.2K
Corpus p50 60.8ms
Query TPS 1.8K
Query p50 54.9ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 29.8K
Corpus p50 89.9ms
Query TPS 2.8K
Query p50 63.0ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 46.3K
Corpus p50 173.9ms
Query TPS 3.9K
Query p50 62.7ms
NFCorpus
Performance L4 b1 c16
Corpus TPS 33.8K
Corpus p50 142.5ms
Query TPS 1.4K
Query p50 55.6ms
NanoFiQA2018Retrieval
Quality
ndcg at 10 0.5035
map at 10 0.4111
mrr at 10 0.5364
Performance L4 b1 c16
Corpus TPS 27.7K
Corpus p50 91.9ms
Query TPS 3.1K
Query p50 55.7ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 27.5K
Corpus p50 108.6ms
Query TPS 3.1K
Query p50 56.9ms
SciFact
Performance L4 b1 c16
Corpus TPS 33.6K
Corpus p50 134.7ms
Query TPS 4.3K
Query p50 60.0ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 33.7K
Corpus p50 112.0ms
Query TPS 38.8K
Query p50 121.7ms