SOTA multimodal models for fashion product embeddings -> https://github.com/marqo-ai/marqo-FashionCLIP/
Marqo
company
Verified
AI & ML interests
Embeddings, Vector Search
Organization Card
Welcome to Marqo 🙌
Your Unified Platform for Embedding Generation and Search
Marqo is an open-source platform designed to streamline embedding generation, search, and ranking, delivering state-of-the-art retrieval across multimodal data. Also available on Marqo Cloud for seamless integration and scalability into any application or service.
Explore Our Repositories
- Marqo: The core embedding generation and search engine.
- GCL: Generalized Contrastive Learning for multimodal retrieval.
- FashionCLIP: SOTA image and text embeddings for fashion search, recommendations and classification.
Our Latest Innovations
- Embedding Fine-Tuning with MarqTune: Tailor embeddings to your domain for superior search results.
- FashionSigLIP: Our latest model for fashion retrieval, combining cutting-edge techniques for enhanced search.
- Generalized Contrastive Learning (GCL): A framework for training robust embedding models for multimodal search. Read the GCL paper on arXiv.
- Understanding Recall in HNSW: Insights into understanding and optimizing recall when using hierarchical navigable small worlds (HNSW) in vector search. Read the HNSW paper on arXiv.
models
34
Marqo/marqo-ecommerce-embeddings-L
Updated
•
56
•
2
Marqo/marqo-ecommerce-embeddings-B
Updated
•
143
•
1
Marqo/marqo-fashionCLIP
Zero-Shot Image Classification
•
Updated
•
15.7k
•
17
Marqo/marqo-fashionSigLIP
Zero-Shot Image Classification
•
Updated
•
22.3k
•
27
Marqo/dunzhang-stella_en_400M_v5
Sentence Similarity
•
Updated
•
23.8k
•
7
Marqo/marqo-chimera-arctic-bge-m
Feature Extraction
•
Updated
•
143
•
2
Marqo/marqo-merged-bge-gist-gte-base
Updated
•
2
•
2
Marqo/multilingual-e5-small
Sentence Similarity
•
Updated
•
1.61k
•
2
Marqo/marqo-gcl-e5-large-v2-130
Feature Extraction
•
Updated
•
33
•
3
Marqo/gcl-e5-large-v2-113-gs-full
Feature Extraction
•
Updated
•
27
•
3
datasets
14
Marqo/marqo-GS-10M
Viewer
•
Updated
•
9.81M
•
951
•
43
Marqo/atlas
Viewer
•
Updated
•
78.4k
•
91
•
3
Marqo/amazon-products-eval
Viewer
•
Updated
•
3.34M
•
102
•
2
Marqo/google-shopping-general-eval
Viewer
•
Updated
•
983k
•
132
•
1
Marqo/marqo-general-ecommerce-eval
Viewer
•
Updated
•
4.32M
•
53
Marqo/marqo-ge-sample
Viewer
•
Updated
•
20k
•
57
Marqo/marqo-gs-woman-fashion
Viewer
•
Updated
•
132k
•
47
•
1
Marqo/polyvore
Viewer
•
Updated
•
94.1k
•
114
•
3
Marqo/KAGL
Viewer
•
Updated
•
44.4k
•
137
•
2
Marqo/deepfashion-multimodal
Viewer
•
Updated
•
42.5k
•
74
•
3