S

sentence-transformers / all-MiniLM-L6-v2

PQC Verified HuggingFace HNDL: MEDIUM

All-round sentence embedding model. Maps sentences to a 384-dimensional dense vector space for semantic search and clustering.

BERTEmbeddingsSentence Similarity22M
4,766 249,496,644 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 2026-05-08.

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

README.md

all-MiniLM-L6-v2

All-round sentence embedding model. Maps sentences to a 384-dimensional dense vector space for semantic search and clustering.

Model Details

Framework PyTorch
Parameters 22M
License Apache 2.0
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo sentence-transformers/all-MiniLM-L6-v2

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 sentence-transformers/all-MiniLM-L6-v2

# Verify file integrity
quantumshield verify sentence-transformers/all-MiniLM-L6-v2

About

All-round sentence embedding model. Maps sentences to a 384-dimensional dense vector space for semantic search and clustering.

License Apache 2.0
Framework PyTorch
Parameters 22M
Created 2026-03-26
Downloads 249,496,644
Likes 4,766

Get this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull sentence-transformers/all-MiniLM-L6-v2

Verify signatures

quantumshield verify sentence-transformers/all-MiniLM-L6-v2

Links

huggingface.co/sentence-transformers/all-MiniLM-L6-v2 Transparency Log API Endpoint

Signers

NG
did:web:sbert.net:signing
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

BERTEmbeddingsSentence Similarity22M