mlx-community / Kokoro-82M-bf16

PQC Verified HuggingFace HNDL: MEDIUM

Text-To-Speech Mlx Base_model:yl4579/StyleTTS2-LJSpeech Base_model:finetune:yl4579/StyleTTS2-LJSpeech English

50 547,779 2

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

Kokoro-82M-bf16

No model card available.

Model Details

Framework	text-to-speech
License	apache-2.0
Signature Algorithm	ML-DSA-65
Source	HuggingFace
HF Repo	mlx-community/Kokoro-82M-bf16

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 mlx-community/Kokoro-82M-bf16

# Verify file integrity
quantumshield verify mlx-community/Kokoro-82M-bf16

File Manifest

122 files · 389.4 MB · SHA3-256

Name	SHA3-256	Size
samples	--	--
af_heart_0.wav	dd7999ebbc836977...9a2047fc	237.6 KB
af_heart_1.wav	2fe4f363b785fdc2...0f7b273d	517.2 KB
af_heart_2.wav	68ee75b2d503415a...cf280be8	496.8 KB
af_heart_3.wav	e758efcd852e7756...a50ca616	1.4 MB
af_heart_4.wav	d50c90f447686200...e860989b	1.1 MB
af_heart_5.wav	bc4515b9479c219e...662b5054	1.0 MB
HEARME.wav	aad38e96fa60c91c...dc78feec	996.0 KB
voices	--	--
af_alloy.pt	6d877149dd8b348f...8bef5aa3	523.4 KB
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af_aoede.safetensors	23809148777f2a23...844409a5	522.3 KB
af_bella.pt	8cb64e02fcc8de03...0e8e48d6	523.4 KB
af_bella.safetensors	112d310468cbb3cf...572df6a3	522.3 KB
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af_heart.safetensors	2c1c733b0e6576c8...6136d094	522.3 KB
af_jessica.pt	cdfdccb8cc975aa3...58dd4e87	523.4 KB
af_jessica.safetensors	c358448e4277b79e...9fed58a8	522.3 KB
af_kore.pt	8bfbc512321c3db4...e179d69d	523.4 KB
af_kore.safetensors	c491174280cb1ad2...795fa278	522.3 KB
af_nicole.pt	c5561808bcf5250f...91d4c5da	523.4 KB
af_nicole.safetensors	574656386022c81a...8557d062	522.3 KB
af_nova.pt	e0233676ddc21908...629dbcd2	523.4 KB
af_nova.safetensors	242b9a0a01eac1ac...312ca50e	522.3 KB
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af_river.safetensors	82c866b0b976d50e...08fb1c04	522.3 KB
af_sarah.pt	49bd364ea3be9eb3...8b08cef9	523.4 KB
af_sarah.safetensors	4940072182542f54...fcc50be6	522.3 KB
af_sky.pt	c799548aed06e0cb...62e8512c	523.4 KB
af_sky.safetensors	957af332330db8e9...bf20eaa0	522.3 KB
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am_echo.pt	8bcfdc852bc985fb...97b161e8	523.4 KB
am_echo.safetensors	031fc608a900332c...138c950d	522.3 KB
am_eric.pt	ada66f0eefff34ec...b8212aae	523.4 KB
am_eric.safetensors	1fb4a61dcee1f114...34d73274	522.3 KB
am_fenrir.pt	98e507eca1db0823...cec3c37a	523.4 KB
am_fenrir.safetensors	9abed964b906c4ca...7ba96538	522.3 KB
am_liam.pt	c82550757ddb3130...68138518	523.4 KB
am_liam.safetensors	66b65a96e16c3d91...99e3ebad	522.3 KB
am_michael.pt	9a443b79a4b22489...bd47bd37	523.4 KB
am_michael.safetensors	3940147ded35deba...a24da2ea	522.3 KB
am_onyx.pt	e8452be16cd0f6da...a7fed584	523.4 KB
am_onyx.safetensors	b5d6132a5747648d...446ca5f5	522.3 KB
am_puck.pt	dd1d8973f4ce4b7d...84f36223	523.4 KB
am_puck.safetensors	9a8c2e56413bd206...c8a9ad89	522.3 KB
am_santa.pt	7f2f7582fa2b1f16...073e97a7	523.4 KB
am_santa.safetensors	d1f433b57ffccf10...bd226084	522.3 KB
bf_alice.pt	d292651b6af6c0d8...5655b3f3	523.4 KB
bf_alice.safetensors	9c77e390d93d9db7...850c20a8	522.3 KB
bf_emma.pt	d0a423deabf4a52b...db5da701	523.4 KB
bf_emma.safetensors	8878a75a66613058...34dfe69f	522.3 KB
bf_isabella.pt	cdd4c37003805104...aa59eefd	523.4 KB
bf_isabella.safetensors	f7b6076f02564969...46db6ead	522.3 KB
bf_lily.pt	6e09c2e481e2d530...84be9285	523.4 KB
bf_lily.safetensors	ee77a419046a7654...8be7ecdb	522.3 KB
bm_daniel.pt	fc3fce4e9c12ed4d...0823fc5d	523.4 KB
bm_daniel.safetensors	b195dec592ee024f...c1064f4b	522.3 KB
bm_fable.pt	d44935f3135257a9...6e59079c	523.4 KB
bm_fable.safetensors	9fa80184e96d016a...5ebf2c2b	522.3 KB
bm_george.pt	f1bc812213dc5977...2dab811b	523.4 KB
bm_george.safetensors	a3d9b8995cbbe553...c8306672	522.3 KB
bm_lewis.pt	b5204750dcba0102...0effbd0e	523.4 KB
bm_lewis.safetensors	e1e68013c21a141e...b315b247	522.3 KB
ef_dora.pt	d9d69b0f8a2b87a3...fcf35530	523.4 KB
ef_dora.safetensors	13f6dfe8a498ce97...98229351	522.3 KB
em_alex.pt	5eac53f767c3f31a...c6973431	523.4 KB
em_alex.safetensors	e3bc4bf56ab47f0d...dfa3ab77	522.3 KB
em_santa.pt	aa8620cb96cec705...778f63cb	523.4 KB
em_santa.safetensors	37c44211b77b3f29...5055db62	522.3 KB
ff_siwis.pt	8073bf2d2c4b9543...6171fbc9	523.4 KB
ff_siwis.safetensors	5c659c9b9e12be28...45ac32b8	522.3 KB
hf_alpha.pt	06906fe05746d13a...afc8f044	523.4 KB
hf_alpha.safetensors	e93355a43e6f57e8...82cad3f6	522.3 KB
hf_beta.pt	63c0a1a6272e98d4...a71c503e	523.4 KB
hf_beta.safetensors	976ea52ba7edce5d...2fb00d66	522.3 KB
hm_omega.pt	b55f02a8e8483fff...0155703e	523.4 KB
hm_omega.safetensors	227f0c710d116968...b75dd126	522.3 KB
hm_psi.pt	2f0f055cea4f1083...a2da485b	523.4 KB
hm_psi.safetensors	03efb26b99e78c8d...6b01144e	522.3 KB
if_sara.pt	6c0b253b955fe32f...deedbf55	523.4 KB
if_sara.safetensors	2f3d092c8ba16f20...89fdb45b	522.3 KB
im_nicola.pt	234ed06648649f9b...62bd2c12	523.3 KB
im_nicola.safetensors	96b62f7d25c3e7ef...3fe9ba16	522.3 KB
jf_alpha.pt	1bf4c9dc69e45ee4...48a5d787	523.4 KB
jf_alpha.safetensors	455f78a6ebe63392...7e5264d2	522.3 KB
jf_gongitsune.pt	1b171917f18f351e...20105770	523.4 KB
jf_gongitsune.safetensors	30d744337db7a7a9...8edaba81	522.3 KB
jf_nezumi.pt	d83f007a7f01783b...90d27661	523.4 KB
jf_nezumi.safetensors	65743c88fa1c8d30...b0c0754a	522.3 KB
jf_tebukuro.pt	0d6917904438aec8...1796c576	523.4 KB
jf_tebukuro.safetensors	0cc28d928ce14b2b...d809bdec	522.3 KB
jm_kumo.pt	98340afd68b1cee8...c8b55896	523.4 KB
jm_kumo.safetensors	9f6b9d85ae099c40...fe05cc2c	522.3 KB
pf_dora.pt	07e4ff987c5d5a8c...f51f5eb7	523.4 KB
pf_dora.safetensors	9a8d587d60d0e041...12c91c77	522.3 KB
pm_alex.pt	cf0ba8c573c2480f...b188a526	523.4 KB
pm_alex.safetensors	bec864eaeb05cc1a...c48e3e2f	522.3 KB
pm_santa.pt	d42103169c5c872a...d7198c29	523.4 KB
pm_santa.safetensors	5009747fd93841c0...8311f78d	522.3 KB
zf_xiaobei.pt	9b76be63dab4f4f9...bd504df6	523.4 KB
zf_xiaobei.safetensors	cbda378bbe266c73...3ebeab51	522.3 KB
zf_xiaoni.pt	95b49f169bf1640f...ced59e49	523.4 KB
zf_xiaoni.safetensors	ef37a82850e10eb1...c4eb0bf0	522.3 KB
zf_xiaoxiao.pt	cfaf6f2ded1ee56f...aef5887c	523.4 KB
zf_xiaoxiao.safetensors	cf507ad2319c5012...4d5f258f	522.3 KB
zf_xiaoyi.pt	b5235dbaeef85a4c...7ebf05e2	523.4 KB
zf_xiaoyi.safetensors	1f2b7ce315a84870...c7d59e0b	522.3 KB
zm_yunjian.pt	76cbf8bad35901d0...eb7fc417	523.4 KB
zm_yunjian.safetensors	a08940c5dd3d8aad...b1fb3040	522.3 KB
zm_yunxi.pt	dbe6e1ce7c3dbaf2...f431e27b	523.4 KB
zm_yunxi.safetensors	78d8bb5ba4a2ea75...f6cc6fab	522.3 KB
zm_yunxia.pt	bb2b03b08e84d64e...3d980acd	523.4 KB
zm_yunxia.safetensors	59a4ba431ffa7165...64bcb2ee	522.3 KB
zm_yunyang.pt	5238ac22e0c7f8b6...f96379a2	523.4 KB
zm_yunyang.safetensors	8ad45c1077ab0d97...ba3a0611	522.3 KB
.gitattributes	pending-verifica...fication	1.9 KB
config.json	pending-verifica...fication	2.4 KB
DONATE.md	pending-verifica...fication	2.6 KB
kokoro-v1_0.safetensors	4e9ecdf03b8b6cf9...4c02acd8	327.1 MB
README.md	pending-verifica...fication	536 B
SAMPLES.md	pending-verifica...fication	6.0 KB
VOICES.md	pending-verifica...fication	7.6 KB

About

No description provided.

License apache-2.0

Framework text-to-speech

Created 2026-04-20

Downloads 547,779

Likes 50

Get this model

View on HuggingFace

Pull with QuantumShield

quantumshield pull mlx-community/Kokoro-82M-bf16

Verify signatures

quantumshield verify mlx-community/Kokoro-82M-bf16

Links

huggingface.co/mlx-community/Kokoro-82M-bf16 Transparency Log API Endpoint

Signers

did:quantamrkt:regis...hield-v1

did:web:quantamrkt.c...uthority

mlx-community / Kokoro-82M-bf16

README.md

Kokoro-82M-bf16

Model Details

Intended Uses

Quick Start

File Manifest

ML-DSA-87 PQC Signatures

Signature Chain

HNDL Risk Assessment

Recommendation

Transparency Log

About

Get this model

Links

Signers

Tags

mlx-community / Kokoro-82M-bf16

Use this model

README.md

Kokoro-82M-bf16

Model Details

Intended Uses

Quick Start

File Manifest

ML-DSA-87 PQC Signatures

Signature Chain

HNDL Risk Assessment

Recommendation

Transparency Log

About

Get this model

Links

Signers

Tags