answerdotai/answerai-colbert-small-v1 (Score)
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4-SPOT b1 c16
Corpus TPS 3.9K
Corpus p50 203.2ms
Query TPS 186
Query p50 300.7ms
Performance L4 b1 c16
Corpus TPS 37.3K
Corpus p50 54.7ms
Query TPS 3.6K
Query p50 47.1ms
CosQA
Performance L4-SPOT b1 c16
Corpus TPS 1.1K
Corpus p50 345.4ms
Query TPS 102
Query p50 466.2ms
Performance L4 b1 c16
Corpus TPS 15.7K
Corpus p50 53.9ms
Query TPS 2.0K
Query p50 47.4ms
FiQA2018
Performance L4-SPOT b1 c16
Corpus TPS 3.4K
Corpus p50 384.8ms
Query TPS 174
Query p50 547.3ms
Performance L4 b1 c16
Corpus TPS 43.1K
Corpus p50 59.1ms
Query TPS 3.7K
Query p50 50.0ms
LegalBenchConsumerContractsQA
Performance L4-SPOT b1 c16
Corpus TPS 11.2K
Corpus p50 286.1ms
Query TPS 254
Query p50 500.2ms
Performance L4 b1 c16
Corpus TPS 83.1K
Corpus p50 83.9ms
Query TPS 4.8K
Query p50 52.2ms
NFCorpus
Performance L4-SPOT b1 c16
Corpus TPS 5.7K
Corpus p50 300.1ms
Query TPS 210
Query p50 178.7ms
Performance L4 b1 c16
Corpus TPS 60.7K
Corpus p50 69.4ms
Query TPS 1.4K
Query p50 52.3ms
SCIDOCS
Performance L4-SPOT b1 c16
Corpus TPS 2.9K
Corpus p50 501.5ms
Query TPS 222
Query p50 353.0ms
Performance L4 b1 c16
Corpus TPS 48.4K
Corpus p50 57.9ms
Query TPS 3.8K
Query p50 46.7ms
SciFact
Performance L4-SPOT b1 c16
Corpus TPS 4.9K
Corpus p50 443.1ms
Query TPS 332
Query p50 430.3ms
Performance L4 b1 c16
Corpus TPS 61.5K
Corpus p50 63.3ms
Query TPS 5.2K
Query p50 50.5ms
StackOverflowQA
Performance L4-SPOT b1 c16
Corpus TPS 4.4K
Corpus p50 379.7ms
Query TPS 5.2K
Query p50 432.3ms
Performance L4 b1 c16
Corpus TPS 55.3K
Corpus p50 60.2ms
Query TPS 73.2K
Query p50 64.7ms