All Models microsoft table-transformer-structure-recognition

microsoft / table-transformer-structure-recognition

PQC Verified HuggingFace HNDL: MEDIUM

Object-Detection Transformers PyTorch Safetensors Table-Transformer

214 1,341,874 2

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pip install

pip install quantumshield && quantumshield pull microsoft/table-transformer-structure-recognition

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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.

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

README.md

table-transformer-structure-recognition

No model card available.

Model Details

Framework	object-detection
License	mit
Signature Algorithm	ML-DSA-65
Source	HuggingFace
HF Repo	microsoft/table-transformer-structure-recognition

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 microsoft/table-transformer-structure-recognition

# Verify file integrity
quantumshield verify microsoft/table-transformer-structure-recognition

File Manifest

6 files · 230.9 MB · SHA3-256

Name	SHA3-256	Size
.gitattributes	pending-verifica...fication	1.4 KB
config.json	pending-verifica...fication	1.5 KB
model.safetensors	f581da65a5865911...94fce16b	115.4 MB
preprocessor_config.json	pending-verifica...fication	274 B
pytorch_model.bin	ec887aff5bf24e94...6a688579	115.5 MB
README.md	pending-verifica...fication	1.2 KB

ML-DSA-87 PQC Signatures

1 PQC signature(s)

PQC Platform Signature ML-DSA-87 FIPS 204 Verified 4/20/2026, 7:44:24 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 signature(s)

Registry ML-DSA-65 Verified 4/20/2026, 4:37:08 PM

Signer did:quantamrkt:registry:shield-v1

Show full signature

8173fd160d6bdda76ee3dd8cb5fba58f76d220612f71334a95f6183749d86990

HNDL Risk Assessment

55 / 100

Risk Level

MEDIUM

Quantum Shelf Life

7 years

PQC Status

Verified

Sensitivity

object-detection

Quantum Safety Timeline

Now 7yr safe 15 years

Recommendation

Monitor and prepare migration plan.

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About

No description provided.

License mit

Framework object-detection

Created 2026-04-20

Downloads 1,341,874

Likes 214

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