Kokoro Coreml
Kokoro-82M converted to Core ML with laishere/kokoro-coreml (fp16 + int8 palettization), packaged for the KokoroANE Swift pipeline.
Model source
- Kind
- Other
- File size
- 243 B–46.6 MB
- Base model
- hexgrad/Kokoro-82M
- Version
- vRevision 4111b7d
- Updated
- Sep 22, 2026
- Downloads
- 0
- Tasks
- Audio
- Source
- Hugging Face
Source description
Kokoro-82M Core ML (ANE, background-safe)
Kokoro-82M converted to Core ML with
laishere/kokoro-coreml (fp16 + int8 palettization), packaged
for the KokoroANE Swift pipeline.
coreml/— the seven pre-compiled.mlmodelcstage bundles (KokoroAlbert...KokoroTail). No Core ML compilation is needed on device; download and load.voices/— the 28 English voice style tables as raw little-endian float32[510, 256].binfiles.
Every stage runs with .cpuAndNeuralEngine compute units (the KokoroANE default), so synthesis submits
no Metal work and keeps running while the host iOS app is backgrounded. Validation against the PyTorch
reference: waveform corr 0.772, log-mel corr 0.994; ~31× real-time on an Apple Silicon Mac under the
CPU+ANE-only policy.
Sources
1 source
Sources
1 sourceVerified Sep 22
Model artifacts
55 artifacts
Model artifacts
55 artifactscoreml/KokoroAlbert.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 4f76dd90701f…7cb9 · Hugging Face
Downloadcoreml/KokoroAlbert.mlmodelc/coremldata.bin
bin · 433 B · SHA-256 e52daabf3693…8416 · Hugging Face
Downloadcoreml/KokoroAlbert.mlmodelc/weights/weight.bin
bin · 5.45 MB · SHA-256 36089a39359b…fabc · Hugging Face
Downloadcoreml/KokoroAlignment.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 07064e003c27…203c · Hugging Face
Downloadcoreml/KokoroAlignment.mlmodelc/coremldata.bin
bin · 484 B · SHA-256 c42250942df7…aab6 · Hugging Face
Downloadcoreml/KokoroAlignment.mlmodelc/weights/weight.bin
bin · 4.03 KB · SHA-256 2e7d69128b59…5f6b · Hugging Face
Downloadcoreml/KokoroGenerator.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 57b798a48f04…c558 · Hugging Face
Downloadcoreml/KokoroGenerator.mlmodelc/coremldata.bin
bin · 545 B · SHA-256 1bcf916358bf…984e · Hugging Face
Downloadcoreml/KokoroGenerator.mlmodelc/weights/weight.bin
bin · 14.6 MB · SHA-256 d57a8bddd901…b6d4 · Hugging Face
Downloadcoreml/KokoroNoise.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 a56bfeb15222…398d · Hugging Face
Downloadcoreml/KokoroNoise.mlmodelc/coremldata.bin
bin · 440 B · SHA-256 1b0f72e5c132…f61c · Hugging Face
Downloadcoreml/KokoroNoise.mlmodelc/weights/weight.bin
bin · 4.37 MB · SHA-256 c02da91c96eb…2987 · Hugging Face
Downloadcoreml/KokoroPostAlbert.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 6e9dcdb07005…46ff · Hugging Face
Downloadcoreml/KokoroPostAlbert.mlmodelc/coremldata.bin
bin · 556 B · SHA-256 158db1518a84…7970 · Hugging Face
Downloadcoreml/KokoroPostAlbert.mlmodelc/weights/weight.bin
bin · 13.2 MB · SHA-256 e4f300a23cc2…91c8 · Hugging Face
Downloadcoreml/KokoroProsody.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 bc1b3c65c818…f28a · Hugging Face
Downloadcoreml/KokoroProsody.mlmodelc/coremldata.bin
bin · 422 B · SHA-256 05a3cf82628e…cc84 · Hugging Face
Downloadcoreml/KokoroProsody.mlmodelc/weights/weight.bin
bin · 8.12 MB · SHA-256 ef90af7f4e7c…bd84 · Hugging Face
Downloadcoreml/KokoroTail.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 38695542b391…aac5 · Hugging Face
Downloadcoreml/KokoroTail.mlmodelc/coremldata.bin
bin · 392 B · SHA-256 9e2e85bf513d…e775 · Hugging Face
Downloadcoreml/KokoroTail.mlmodelc/weights/weight.bin
bin · 79.2 KB · SHA-256 2d4877b5d272…ecb2 · Hugging Face
Downloadcoreml/KokoroVocoder.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 69edaff11877…a4e9 · Hugging Face
Downloadcoreml/KokoroVocoder.mlmodelc/coremldata.bin
bin · 626 B · SHA-256 c5e31f5269e4…92d3 · Hugging Face
Downloadcoreml/KokoroVocoder.mlmodelc/weights/weight.bin
bin · 46.6 MB · SHA-256 3c22c336794d…b29e · Hugging Face
Downloadcoreml/KokoroVocoderHead.mlmodelc/analytics/coremldata.bin
bin · 243 B · SHA-256 8aaf2da6762e…3293 · Hugging Face
Downloadcoreml/KokoroVocoderHead.mlmodelc/coremldata.bin
bin · 494 B · SHA-256 e910ba0cf6f8…320f · Hugging Face
Downloadcoreml/KokoroVocoderHead.mlmodelc/weights/weight.bin
bin · 32.2 MB · SHA-256 46f6b48a4793…f6d4 · Hugging Face
DownloadSource excerpts
2 excerpts
Source excerpts
2 excerpts--- license: apache-2.0 pipeline_tag: text-to-speech library_name: coreml base_model: hexgrad/Kokoro-82M tags: - coreml - text-to-speech - kokoro - ane - neural-engine - on-device language: - en --- # Kokoro-82M Core ML (ANE, background-safe) [Kokoro-82M](https://huggingface.co/hexgrad/Kokoro-82M) converted to Core ML with [laishere/kokoro-coreml](https://github.com/laishere/kokoro-coreml) (fp16 + int8 palettization), packaged for the [`KokoroANE`](https://github.com/Jon-Schneider/kokoro-coreml-ane) Swift pipeline. - `coreml/` — the seven **pre-compiled** `.mlmodelc` stage bundles (`KokoroAlbert` … `KokoroTail`). No Core ML compilation is needed on device; download and load. - `voices/` — the 28 English voice style tables as raw little-endian float32 `[510, 256]` `.bin` files. Every stage runs with `.cpuAndNeuralEngine` compute units (the `KokoroANE` default), so synthesis submits no Metal work and keeps running while the host iOS app is backgrounded. Validation against the PyTorch reference: waveform corr 0.772, log-mel corr 0.994; ~31× real-time on an Apple Silicon Mac under the CPU+ANE-only policy.
Source context: 0 downloads · 0 likes · Pipeline text-to-speech · Library coreml · Repo jonschneider/kokoro-coreml
