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black-forest-labs / FLUX.1-schnell

PQC Verified HuggingFace HNDL: HIGH

Fastest FLUX variant. 4-step generation for near-instant high-quality images. Optimized for speed.

DiffusionImage Generation12BFast
4,853 693,196 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

FLUX.1-schnell

Fastest FLUX variant. 4-step generation for near-instant high-quality images. Optimized for speed.

Model Details

Framework PyTorch
Parameters 12B
License Apache 2.0
Signature Algorithm ML-DSA-87
Source HuggingFace
HF Repo black-forest-labs/FLUX.1-schnell

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 black-forest-labs/FLUX.1-schnell

# Verify file integrity
quantumshield verify black-forest-labs/FLUX.1-schnell

About

Fastest FLUX variant. 4-step generation for near-instant high-quality images. Optimized for speed.

License Apache 2.0
Framework PyTorch
Parameters 12B
Created 2026-03-26
Downloads 693,196
Likes 4,853

Get this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull black-forest-labs/FLUX.1-schnell

Verify signatures

quantumshield verify black-forest-labs/FLUX.1-schnell

Links

huggingface.co/black-forest-labs/FLUX.1-schnell Transparency Log API Endpoint

Signers

UX
did:web:black-forest...ing:flux
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

DiffusionImage Generation12BFast