Marqo/marqo-ecommerce-embeddings-B
Primitive: /encode · Encode ·
SigLIP
In this work, we introduce two state-of-the-art embedding models for ecommerce products: Marqo-Ecommerce-B and Marqo-Ecommerce-L.
MultimodalDense
Overview
Hardware: — drives latency, throughput & cost
| Size | 203M params |
|---|---|
| Tasks | /encode |
| License | apache-2.0 |
| Latency | — |
| Throughput | — |
| Cost | — /1M tok |
Cost is approximate — computed from list GPU prices; your actual price depends on the provider you deploy SIE with.
Embedding
| Output types | Dense |
|---|---|
| Dimensions | dense: 768 |
| Max sequence length | 64 |
| Inputs | text · image |
Benchmarks
Flickr30kI2TRetrieval
Image-to-text retrieval: retrieve captions from images
Corpus: 31,783 Queries: 1,000
Quality
ndcg at 10 0.6078
map at 10 0.4872
mrr at 10 0.7767
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