vidore/colpali-v1.3-hf

Architecture

PaliGemma

Parameters

3.0B

Tasks

Encode

Outputs

Multi-Vec

Dimensions

Multi-Vec: 128

Max Sequence Length

2,048 tokens

License

—

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Benchmarks

Vidore3ComputerScienceRetrieval

technology retrieval en

Quality

ndcg at 10 0.7119

map at 10 0.5767

mrr at 10 0.8571

Performance L4 b1 c4

Corpus TPS 6

Corpus p50 613.4ms

Query TPS 170

Query p50 444.4ms

Vidore3FinanceEnRetrieval

finance retrieval en

Quality

ndcg at 10 0.4660

map at 10 0.3570

mrr at 10 0.6032

Performance L4 b1 c4

Corpus TPS 5

Corpus p50 624.9ms

Query TPS 185

Query p50 434.0ms

Vidore3HrRetrieval

general retrieval en

Quality

ndcg at 10 0.5481

map at 10 0.4077

mrr at 10 0.6708

Performance L4 b1 c4

Corpus TPS 6

Corpus p50 629.8ms

Query TPS 184

Query p50 447.9ms

Vidore3PharmaceuticalsRetrieval

medical retrieval en

Quality

ndcg at 10 0.5786

map at 10 0.4646

mrr at 10 0.6847

Performance L4 b1 c4

Corpus TPS 6

Corpus p50 591.7ms

Query TPS 168

Query p50 403.3ms

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