H
6,113 9,547,760 2
Use this model
View on HuggingFace
Don't have the CLI? Download it here Pull with QuantumShield
quantumshield pull hexgrad/Kokoro-82M Verify integrity
quantumshield verify hexgrad/Kokoro-82M pip install
pip install quantumshield && quantumshield pull hexgrad/Kokoro-82M 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
Kokoro-82M
No model card available.
Model Details
| Framework | text-to-speech |
| License | apache-2.0 |
| Signature Algorithm | ML-DSA-65 |
| Source | HuggingFace |
| HF Repo | hexgrad/Kokoro-82M |
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 hexgrad/Kokoro-82M # Verify file integrity quantumshield verify hexgrad/Kokoro-82M
File Manifest
72 files · 363.3 MB · SHA3-256
| Name | SHA3-256 | Size |
|---|---|---|
| eval | -- | -- |
| a312447a78019825...9f8f4621 | 939.5 KB | |
| f2caf29f9ad1108c...79c3ef6f | 560.1 KB | |
| b095b1048199fd2b...3f725fc9 | 515.3 KB | |
| samples | -- | -- |
| pending-verifica...fication | 237.6 KB | |
| pending-verifica...fication | 517.2 KB | |
| pending-verifica...fication | 496.8 KB | |
| e758efcd852e7756...a50ca616 | 1.4 MB | |
| d50c90f447686200...e860989b | 1.1 MB | |
| bc4515b9479c219e...662b5054 | 1.0 MB | |
| pending-verifica...fication | 996.0 KB | |
| voices | -- | -- |
| 6d877149dd8b348f...8bef5aa3 | 523.4 KB | |
| c03bd1a4c3716c2d...13841cc4 | 523.4 KB | |
| 8cb64e02fcc8de03...0e8e48d6 | 523.4 KB | |
| 0ab5709b8ffab19b...102cb4ff | 523.4 KB | |
| cdfdccb8cc975aa3...58dd4e87 | 523.4 KB | |
| 8bfbc512321c3db4...e179d69d | 523.4 KB | |
| c5561808bcf5250f...91d4c5da | 523.4 KB | |
| e0233676ddc21908...629dbcd2 | 523.4 KB | |
| e149459bd9c08441...369dab8f | 523.4 KB | |
| 49bd364ea3be9eb3...8b08cef9 | 523.4 KB | |
| c799548aed06e0cb...62e8512c | 523.4 KB | |
| ced7e284aba12472...d8b0cb34 | 523.4 KB | |
| 8bcfdc852bc985fb...97b161e8 | 523.4 KB | |
| ada66f0eefff34ec...b8212aae | 523.4 KB | |
| 98e507eca1db0823...cec3c37a | 523.4 KB | |
| c82550757ddb3130...68138518 | 523.4 KB | |
| 9a443b79a4b22489...bd47bd37 | 523.4 KB | |
| e8452be16cd0f6da...a7fed584 | 523.4 KB | |
| dd1d8973f4ce4b7d...84f36223 | 523.4 KB | |
| 7f2f7582fa2b1f16...073e97a7 | 523.4 KB | |
| d292651b6af6c0d8...5655b3f3 | 523.4 KB | |
| d0a423deabf4a52b...db5da701 | 523.4 KB | |
| cdd4c37003805104...aa59eefd | 523.4 KB | |
| 6e09c2e481e2d530...84be9285 | 523.4 KB | |
| fc3fce4e9c12ed4d...0823fc5d | 523.4 KB | |
| d44935f3135257a9...6e59079c | 523.4 KB | |
| f1bc812213dc5977...2dab811b | 523.4 KB | |
| b5204750dcba0102...0effbd0e | 523.4 KB | |
| d9d69b0f8a2b87a3...fcf35530 | 523.4 KB | |
| 5eac53f767c3f31a...c6973431 | 523.4 KB | |
| aa8620cb96cec705...778f63cb | 523.4 KB | |
| 8073bf2d2c4b9543...6171fbc9 | 523.4 KB | |
| 06906fe05746d13a...afc8f044 | 523.4 KB | |
| 63c0a1a6272e98d4...a71c503e | 523.4 KB | |
| b55f02a8e8483fff...0155703e | 523.4 KB | |
| 2f0f055cea4f1083...a2da485b | 523.4 KB | |
| 6c0b253b955fe32f...deedbf55 | 523.4 KB | |
| 234ed06648649f9b...62bd2c12 | 523.3 KB | |
| 1bf4c9dc69e45ee4...48a5d787 | 523.4 KB | |
| 1b171917f18f351e...20105770 | 523.4 KB | |
| d83f007a7f01783b...90d27661 | 523.4 KB | |
| 0d6917904438aec8...1796c576 | 523.4 KB | |
| 98340afd68b1cee8...c8b55896 | 523.4 KB | |
| 07e4ff987c5d5a8c...f51f5eb7 | 523.4 KB | |
| cf0ba8c573c2480f...b188a526 | 523.4 KB | |
| d42103169c5c872a...d7198c29 | 523.4 KB | |
| 9b76be63dab4f4f9...bd504df6 | 523.4 KB | |
| 95b49f169bf1640f...ced59e49 | 523.4 KB | |
| cfaf6f2ded1ee56f...aef5887c | 523.4 KB | |
| b5235dbaeef85a4c...7ebf05e2 | 523.4 KB | |
| 76cbf8bad35901d0...eb7fc417 | 523.4 KB | |
| dbe6e1ce7c3dbaf2...f431e27b | 523.4 KB | |
| bb2b03b08e84d64e...3d980acd | 523.4 KB | |
| 5238ac22e0c7f8b6...f96379a2 | 523.4 KB | |
| pending-verifica...fication | 1.9 KB | |
| pending-verifica...fication | 2.4 KB | |
| pending-verifica...fication | 2.6 KB | |
| pending-verifica...fication | 534 B | |
| 496dba118d1a58f5...f18ad1e4 | 327.2 MB | |
| pending-verifica...fication | 6.3 KB | |
| pending-verifica...fication | 6.0 KB | |
| pending-verifica...fication | 7.6 KB |
ML-DSA-87 PQC Signatures
PQC Platform Signature ML-DSA-87
FIPS 204 Verified
4/20/2026, 7:43:34 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
4/20/2026, 2:59:13 PM
Signer did:quantamrkt:registry:shield-v1
Show full signature
f265cc64d7dcf8b8b4a23de6c34c26b502e8bcf390e1fb8bef071b006fd3f6d5 HNDL Risk Assessment
55 / 100
Risk Level
MEDIUM
Quantum Shelf Life
7 years
PQC Status
Verified
Sensitivity
text-to-speech
Quantum Safety Timeline
Now 7yr safe 15 years
Recommendation
Monitor and prepare migration plan.
Transparency Log
Loading activity log...
About
No description provided.
License
apache-2.0
Framework
text-to-speech
Created
2026-04-20
Downloads
9,547,760
Likes
6,113
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V1
did:quantamrkt:regis...hield-v1 TY
did:web:quantamrkt.c...uthority