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SFR-Embedding-2_R

by Salesforce

AI Model
Low Confidence

SFR-Embedding-2_R is a state-of-the-art text embedding model developed by Salesforce Research. It is designed to convert text into high-dimensional vector representations (embeddings) that capture semantic meaning, enabling advanced natural language processing (NLP) tasks such as semantic search, clustering, and retrieval-augmented generation (RAG). The model is optimized for performance, achieving high accuracy on benchmarks like the Massive Text Embedding Benchmark (MTEB), where it has demonstrated competitive results. SFR-Embedding-2_R is part of Salesforce's broader efforts to advance AI research and provide tools for enterprise and developer use cases.

Transparency Score

Weighted across four pillars · updated May 4, 2026

Overall grade
23% weighted
ABCDF
Model
—
Not yet assessed
Infrastructure
—
Not yet assessed
Openness Assessment
29%Limited Openness
4 Open
0 Partial
3 Closed
7 Unknown
Availability
2/5 Open
Documentation
1/6 Open
Access Methods
1/3 Open
Data from EU Open Source AI Index (DOI: 10.5281/zenodo.15386042), licensed under CC-BY 4.0

Capabilities

Text Embedding
Semantic Search
Clustering
Retrieval Augmented Generation

Vendor Information

Complete information about the vendor/provider of this AI application

SalesforceView all products →
Salesforce, Inc.(Trading as: Salesforce)
Contact Information
privacy@salesforce.com
Registered Address
San Francisco, California, United States

EU AI Act Provider Information

Verification Status:
Unverified
Salesforce, Inc.(Trading as: Salesforce)
San Francisco, California, United States
privacy@salesforce.com
Compliance & Risk

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Added: May 4, 2026
Updated: May 4, 2026

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