B
1,497 219,573 2
Use this model
View on HuggingFace
Don't have the CLI? Download it here Pull with QuantumShield
quantumshield pull black-forest-labs/FLUX.2-dev Verify integrity
quantumshield verify black-forest-labs/FLUX.2-dev pip install
pip install quantumshield && quantumshield pull black-forest-labs/FLUX.2-dev 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 2 verification(s). Last verified 2026-04-05.
README.md
FLUX.2-dev
No model card available.
Model Details
| Framework | image-to-image |
| License | other |
| Signature Algorithm | ML-DSA-65 |
| Source | HuggingFace |
| HF Repo | black-forest-labs/FLUX.2-dev |
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.2-dev # Verify file integrity quantumshield verify black-forest-labs/FLUX.2-dev
File Manifest
39 files · 177.6 GB · SHA3-256
| Name | SHA3-256 | Size |
|---|---|---|
| scheduler | -- | -- |
| pending-verifica...fication | 486 B | |
| text_encoder | -- | -- |
| pending-verifica...fication | 1.2 KB | |
| pending-verifica...fication | 155 B | |
| 91831c2ce219df0c...6286520e | 4.9 GB | |
| 8ffe80706a66b2f5...ee2fd664 | 4.8 GB | |
| 99ec66e891f9563f...3b50cf2f | 4.9 GB | |
| e1df1527b12b1eb5...0b53a396 | 4.8 GB | |
| 3556ac03f47c24eb...7bf56163 | 4.8 GB | |
| 2c41e6f80f2b5ca3...45338aae | 4.9 GB | |
| 62a725f154f6ba94...fa05fd36 | 4.8 GB | |
| 3a1a6ac77e643441...dd6ab20e | 4.8 GB | |
| e1fffc9bb2b77d4d...4f2f5cfd | 4.9 GB | |
| 116ef7ae6fa0fd46...2289bbd4 | 4.6 GB | |
| pending-verifica...fication | 57.9 KB | |
| tokenizer | -- | -- |
| pending-verifica...fication | 2.7 KB | |
| pending-verifica...fication | 700 B | |
| pending-verifica...fication | 189 B | |
| pending-verifica...fication | 21.4 KB | |
| pending-verifica...fication | 198.1 KB | |
| b76085f9923309d8...41070949 | 17.1 MB | |
| transformer | -- | -- |
| pending-verifica...fication | 440 B | |
| 9d9b85f75f72fb17...5e153714 | 9.9 GB | |
| 86adf6f41474b00b...6bf97c28 | 9.9 GB | |
| a14e26e8f305dd26...f2715179 | 9.8 GB | |
| 5c4f38976fd8d7e5...7c75be90 | 9.8 GB | |
| 4d7a74d916fc2211...c586ad95 | 9.8 GB | |
| 08f3ad03610651f9...b1595447 | 9.8 GB | |
| 789b9bacb607e9b9...4b5f9733 | 5.4 GB | |
| pending-verifica...fication | 35.8 KB | |
| vae | -- | -- |
| pending-verifica...fication | 770 B | |
| d64f3a68e1cc4f9f...02f9c4b5 | 336.2 MB | |
| pending-verifica...fication | 1.9 KB | |
| 868fe7b343cc8f3a...066ce8f3 | 336.2 MB | |
| 6159a3f19f829c8e...a320d275 | 64.4 GB | |
| pending-verifica...fication | 18.2 KB | |
| pending-verifica...fication | 431 B | |
| pending-verifica...fication | 9.4 KB | |
| c6c1aa92b4b4a3b6...c119acdc | 11.3 MB | |
| 4df742c27729c240...f837d61a | 23.3 MB |
ML-DSA-87 PQC Signatures
PQC Platform Signature ML-DSA-87
FIPS 204 Verified
3/26/2026, 4:38:43 PM
Algorithm FIPS 204 ML-DSA-87 (Dilithium5)
Signer did:web:quantamrkt.com:chain:authority
Public Key /.well-known/pqc-public-key
Show full ML-DSA-87 signature
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 Signature Chain
1
Registry ML-DSA-65
Verified
3/26/2026, 2:24:05 PM
Signer did:quantamrkt:registry:shield-v1
Show full signature
c2042416ba18e7031199b57d0d0ac3247bc4f3a80aab09ef8d4df1bb0f62e83f HNDL Risk Assessment
80 / 100
Risk Level
CRITICAL
Quantum Shelf Life
15 years
PQC Status
Verified
Sensitivity
image-to-image
Quantum Safety Timeline
Now 15yr safe 15 years
Recommendation
Immediate migration to PQC recommended.
Transparency Log
Loading activity log...
About
No description provided.
License
other
Framework
image-to-image
Created
2026-03-26
Downloads
219,573
Likes
1,497
Get this model
View on HuggingFace
Pull with QuantumShield
quantumshield pull black-forest-labs/FLUX.2-dev Verify signatures
quantumshield verify black-forest-labs/FLUX.2-dev Signers
V1
did:quantamrkt:regis...hield-v1 TY
did:web:quantamrkt.c...uthority