SFR Embedding 2 R
SFR-Embedding-2_R is a state-of-the-art text embedding model from Salesforce Research. It is designed for feature extraction and performs strongly on the MTEB benchmark. The model is compatible with sentence-transformers and the Hugging Face Transformers library, making it suitable for semantic search, RAG pipelines, and classification tasks.
Open SourceWebAPI
Overview
3 featuresSFR Embedding 2 R is a Foundation models & chat project. It focuses on generating high-quality dense embeddings for semantic search, retrieval, and classification without building custom embedding models. It is built as an open-source project for developers building RAG and semantic search systems. SFR Embedding 2 R is open source under the Open Source license. It runs on the web and API.
It is developed by Salesforce (United States), and it first shipped in 2024. Key capabilities include Feature Extraction, Sentence Transformers, and MTEB Evaluation.
Summary written by a language model from the project’s public pages.
- Feature Extraction
- Sentence Transformers
- MTEB Evaluation
Tags
text-embeddingretrieval-modelsentence-transformersmteb
AI capabilities
Text
Inference: LocalWeights: Open
Built with & integrations
Hosting
AWS
Runs on
BrowserAPI-only
Detected from
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
License
Open Source
Verified signals
HTTPSOpen SourceFree tier
Indexing history
1What PulseGate has recorded for this listing
- Indexed25 Jul · 21:41 UTCSalesforce/SFR-Embedding-2_R verified against its public sourceSource: PulseGate · Open
Frequently asked questions about SFR Embedding 2 R
- What does SFR Embedding 2 R do?
- SFR Embedding 2 R focuses on generating high-quality dense embeddings for semantic search, retrieval, and classification without building custom embedding models. It is catalogued under Foundation models & chat on PulseGate.
- Who is SFR Embedding 2 R for?
- SFR Embedding 2 R is an open-source project built for developers building RAG and semantic search systems.
- Is SFR Embedding 2 R free?
- Yes — SFR Embedding 2 R is open source under the Open Source license and free to use.
- What platforms does SFR Embedding 2 R run on?
- SFR Embedding 2 R runs on the web and API.
- Is SFR Embedding 2 R still maintained?
- Unverified. SFR Embedding 2 R has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to SFR Embedding 2 R?
- Similar projects tracked by PulseGate include Ouro 1.4B, Bge Reranker V2 M3 Ko, and Qwen 72B.Ouro 1.4BBge Reranker V2 M3 KoQwen 72B
- Who develops SFR Embedding 2 R?
- SFR Embedding 2 R is developed by Salesforce, based in the United States.
- How long has SFR Embedding 2 R been around?
- SFR Embedding 2 R first shipped in 2024.
Also in Foundation models & chat
Same category — not a similarity match