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Don't have the CLI? Download it here Pull with QuantumShield
quantumshield pull openai-community/gpt2 Verify integrity
quantumshield verify openai-community/gpt2 pip install
pip install quantumshield && quantumshield pull openai-community/gpt2 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 2026-05-08.
README.md
gpt2
No model card available.
Model Details
| Framework | text-generation |
| License | mit |
| Signature Algorithm | ML-DSA-65 |
| Source | HuggingFace |
| HF Repo | openai-community/gpt2 |
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 openai-community/gpt2 # Verify file integrity quantumshield verify openai-community/gpt2
File Manifest
26 files · 5.6 GB · SHA3-256
| Name | SHA3-256 | Size |
|---|---|---|
| onnx | -- | -- |
| pending-verifica...fication | 879 B | |
| e6fc046fe5a7cfee...c9d48abe | 655.2 MB | |
| e3fc9615868ff8f5...e7cce34f | 653.7 MB | |
| 570d958241de81f1...4a8118db | 653.7 MB | |
| pending-verifica...fication | 119 B | |
| pending-verifica...fication | 456.3 KB | |
| pending-verifica...fication | 99 B | |
| pending-verifica...fication | 234 B | |
| pending-verifica...fication | 2.1 MB | |
| pending-verifica...fication | 798.2 KB | |
| pending-verifica...fication | 445 B | |
| c966da3b74697803...9f7825c1 | 125.2 MB | |
| 1ceafd82e733dd4b...ed782cd3 | 248.3 MB | |
| cfcd510b239d90b7...8ddbe61b | 495.8 MB | |
| pending-verifica...fication | 665 B | |
| 192e8257ae9e8f79...f951a283 | 497.8 MB | |
| pending-verifica...fication | 124 B | |
| pending-verifica...fication | 456.3 KB | |
| 248dfc3911869ec4...81d3a707 | 548.1 MB | |
| 7c5d3f4b8b76583b...abde1421 | 548.1 MB | |
| pending-verifica...fication | 8.1 KB | |
| adf0adedbf4016b2...94e0270e | 702.5 MB | |
| d08c1307f7dfae6f...74dd9fee | 497.9 MB | |
| pending-verifica...fication | 26 B | |
| pending-verifica...fication | 1.4 MB | |
| pending-verifica...fication | 1.0 MB |
ML-DSA-87 PQC Signatures
PQC Platform Signature ML-DSA-87
FIPS 204 Verified
3/26/2026, 4:38:14 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, 2:24:00 PM
Signer did:quantamrkt:registry:shield-v1
Show full signature
ec529ee9fad6cc85f655deab7e5ab50a9c3f57b92d9fc5aaa8a9eeeebffa5920 HNDL Risk Assessment
75 / 100
Risk Level
HIGH
Quantum Shelf Life
10 years
PQC Status
Verified
Sensitivity
text-generation
Quantum Safety Timeline
Now 10yr safe 15 years
Recommendation
Plan PQC migration within 6 months.
Transparency Log
Loading activity log...
About
No description provided.
License
mit
Framework
text-generation
Created
2026-03-26
Downloads
15,964,184
Likes
3,229
Get this model
View on HuggingFace
Pull with QuantumShield
quantumshield pull openai-community/gpt2 Verify signatures
quantumshield verify openai-community/gpt2 Signers
V1
did:quantamrkt:regis...hield-v1 TY
did:web:quantamrkt.c...uthority