mixedbread-ai/mxbai-edge-colbert-v0-32m
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 28.3K
Corpus p50 60.5ms
Query TPS 3.0K
Query p50 55.7ms
CosQA
Performance L4 b1 c16
Corpus TPS 15.0K
Corpus p50 51.8ms
Query TPS 1.9K
Query p50 48.5ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 38.9K
Corpus p50 57.5ms
Query TPS 3.7K
Query p50 48.0ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 87.3K
Corpus p50 76.5ms
Query TPS 5.4K
Query p50 48.3ms
NFCorpus
Quality
ndcg at 10 0.3376
map at 10 0.1285
mrr at 10 0.5432
Performance L4 b1 c16
Corpus TPS 67.7K
Corpus p50 58.6ms
Query TPS 1.4K
Query p50 53.0ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 36.4K
Corpus p50 70.2ms
Query TPS 2.7K
Query p50 61.8ms
SciFact
Performance L4 b1 c16
Corpus TPS 58.8K
Corpus p50 61.2ms
Query TPS 5.4K
Query p50 49.0ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 52.8K
Corpus p50 58.9ms
Query TPS 68.3K
Query p50 66.6ms