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LAION / LAION-Aesthetics V2 5+

PQC Verified HuggingFace HNDL: CRITICAL

Subset of LAION-5B filtered for aesthetic quality. 600M image-text pairs scored >5.0 by aesthetic predictor. Standard for image generation training.

DatasetImage-Text600M pairsAesthetics
2,600 8,900,000 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

LAION-Aesthetics V2 5+

Subset of LAION-5B filtered for aesthetic quality. 600M image-text pairs scored >5.0 by aesthetic predictor. Standard for image generation training.

Model Details

Parameters 600M pairs
License CC-BY-4.0
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo laion/laion-aesthetics-v2-5plus

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 LAION/LAION-Aesthetics V2 5+

# Verify file integrity
quantumshield verify LAION/LAION-Aesthetics V2 5+

About

Subset of LAION-5B filtered for aesthetic quality. 600M image-text pairs scored >5.0 by aesthetic predictor. Standard for image generation training.

License CC-BY-4.0
Parameters 600M pairs
Created 2026-03-26
Downloads 8,900,000
Likes 2,600

Get this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull LAION/LAION-Aesthetics V2 5+

Verify signatures

quantumshield verify LAION/LAION-Aesthetics V2 5+

Links

huggingface.co/laion/laion-aesthetics-v2-5plus Transparency Log API Endpoint

Signers

NG
did:web:laion.ai:signing
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

DatasetImage-Text600M pairsAesthetics