SOTA multimodal models for fashion product embeddings -> https://github.com/marqo-ai/marqo-FashionCLIP/
Marqo
company
Verified
AI & ML interests
None defined yet.
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
32
Marqo/marqo-fashionCLIP
Zero-Shot Image Classification
•
Updated
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14.6k
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17
Marqo/marqo-fashionSigLIP
Zero-Shot Image Classification
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Updated
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14.8k
•
26
Marqo/dunzhang-stella_en_400M_v5
Sentence Similarity
•
Updated
•
14.5k
•
4
Marqo/marqo-chimera-arctic-bge-m
Feature Extraction
•
Updated
•
163
•
2
Marqo/marqo-merged-bge-gist-gte-base
Updated
•
1
•
2
Marqo/multilingual-e5-small
Sentence Similarity
•
Updated
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1.38k
•
2
Marqo/marqo-gcl-e5-large-v2-130
Feature Extraction
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Updated
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26
•
3
Marqo/gcl-e5-large-v2-113-gs-full
Feature Extraction
•
Updated
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25
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3
Marqo/onnx-open_clip-ViT-L-14
Updated
Marqo/miniLM-test
Feature Extraction
•
Updated
•
1
•
1
datasets
14
Marqo/marqo-GS-10M
Viewer
•
Updated
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9.81M
•
17
•
10
Marqo/atlas
Viewer
•
Updated
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78.4k
•
21
•
2
Marqo/amazon-products-eval
Viewer
•
Updated
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3.34M
•
34
Marqo/google-shopping-general-eval
Viewer
•
Updated
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983k
•
136
Marqo/marqo-general-ecommerce-eval
Viewer
•
Updated
•
4.32M
Marqo/marqo-ge-sample
Viewer
•
Updated
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20k
•
42
Marqo/marqo-gs-woman-fashion
Viewer
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Updated
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132k
•
1
Marqo/polyvore
Viewer
•
Updated
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94.1k
•
7
•
3
Marqo/KAGL
Viewer
•
Updated
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44.4k
•
9
•
2
Marqo/deepfashion-multimodal
Viewer
•
Updated
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42.5k
•
18
•
3