S

Salesforce / SFR-Embedding-2_R

PQC Verified HuggingFace HNDL: HIGH

State-of-the-art text embedding model. Top of MTEB leaderboard with strong retrieval and clustering.

TransformerEmbeddings7BRetrieval
890 1,200,000 3

PQC-Verified with ML-DSA-87

This model has a real FIPS 204 ML-DSA-87 (Dilithium5) signature from the platform signing authority. Signature chain includes 3 verification(s). Last verified 2026-03-26.

ML-DSA-87 Signer: did:web:quantamrkt.com:chain:authority View public key

README.md

SFR-Embedding-2_R

State-of-the-art text embedding model. Top of MTEB leaderboard with strong retrieval and clustering.

Model Details

Framework PyTorch
Parameters 7B
License CC-BY-NC-4.0
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo Salesforce/SFR-Embedding-2_R

Intended Uses

This model is registered on the QuantaMrkt quantum-safe registry. All files have been cryptographically verified using post-quantum signatures.

Quick Start

# Install the CLI
pip install quantumshield

# Pull the model
quantumshield pull Salesforce/SFR-Embedding-2_R

# Verify file integrity
quantumshield verify Salesforce/SFR-Embedding-2_R

About

State-of-the-art text embedding model. Top of MTEB leaderboard with strong retrieval and clustering.

License CC-BY-NC-4.0
Framework PyTorch
Parameters 7B
Created 2026-03-26
Downloads 1,200,000
Likes 890

Get this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull Salesforce/SFR-Embedding-2_R

Verify signatures

quantumshield verify Salesforce/SFR-Embedding-2_R

Links

huggingface.co/Salesforce/SFR-Embedding-2_R Transparency Log API Endpoint

Signers

NG
did:web:salesforce.c...-signing
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

TransformerEmbeddings7BRetrieval