intfloat/multilingual-e5-large-instruct
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 25.8K
Corpus p50 82.4ms
Query TPS 2.8K
Query p50 57.0ms
CosQA
Performance L4 b1 c16
Corpus TPS 12.5K
Corpus p50 66.4ms
Query TPS 1.5K
Query p50 58.6ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 29.4K
Corpus p50 89.2ms
Query TPS 3.0K
Query p50 60.0ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 45.3K
Corpus p50 178.3ms
Query TPS 4.5K
Query p50 58.0ms
NFCorpus
Quality
ndcg at 10 0.3521
map at 10 0.1313
mrr at 10 0.5378
Performance L4 b1 c16
Corpus TPS 35.7K
Corpus p50 137.0ms
Query TPS 1.3K
Query p50 61.6ms
NanoFiQA2018Retrieval
Quality
ndcg at 10 0.5539
map at 10 0.4744
mrr at 10 0.6084
Performance L4 b1 c16
Corpus TPS 30.6K
Corpus p50 87.2ms
Query TPS 3.3K
Query p50 51.9ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 28.8K
Corpus p50 106.9ms
Query TPS 2.6K
Query p50 61.6ms
SciFact
Performance L4 b1 c16
Corpus TPS 31.8K
Corpus p50 137.5ms
Query TPS 4.3K
Query p50 60.0ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 29.3K
Corpus p50 112.5ms
Query TPS 39.4K
Query p50 124.1ms