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alt.freeweights.speech / Soprano-80M-bf16
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.speechSubject:

Soprano-80M-bf16

Date: 2026-11-15Commit: b7da048Signed: 2DC28CC7B26A283B ✓

Text to speech model with 94M parameters. Safetensors weights, 221 MB in all. Published by mlx-community under Apache-2.0.

94M params221MBSoprano-80M-bf16safetensorspermissive
FactsParams94MSize221 MBFormatssafetensorsTasktext to speechLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Soprano-80M-bf16
# manifest sha256 031c6a5445ea… · 221 MB · 8 files
$ fw verify ./Soprano-80M-bf16 mlx-community/Soprano-80M-bf16
From sourceHosted (signed)mlx-community/Soprano-80M-bf16Last check: 2026-11-15 03:33 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Works with

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OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
221 MB
Weights
217 MB (safetensors)
Parameters
94M
Formats
safetensors
Task
text to speech
License
Apache-2.0 (permissive)
Files
8, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.speech
Lineage

Original release from the publisher.

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 03:33 UTCpassed

Model card

From the publisher at commit b7da048. Shown as plain text with links; images open at the publisher.

mlx-community/Soprano-80M-bf16#

This model was converted to MLX format from ekwek/Soprano-80M using mlx-audio version 0.2.10. Refer to the original model card for more details on the model.

Use with mlx-audio#

pip install -U mlx-audio
CLI Example:#
    python -m mlx_audio.tts.generate --model mlx-community/Soprano-80M-bf16 --text "Hello, this is a test."
Python Example:#
    from mlx_audio.tts.utils import load_model
    from mlx_audio.tts.generate import generate_audio
    model = load_model("mlx-community/Soprano-80M-bf16")
    generate_audio(
        model=model, text="Hello, this is a test.",
        file_prefix="test_audio",
    )

Files

8 files · 221 MBWeights 217 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 8 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md951 Ba20d0ae0c9465e312e2e7d79a3778a21f006344f1df814fa5cf03d744636c930
config.json680 Bdcef1db183ebe876461286b3e0b1859c1068a187b32d6274306794c2ee428a93
model.safetensors217 MB95e42d42bc879213d49d940e0884024eb153fb6daccf2229864cca0fbbbb268a
model.safetensors.index.json20.9 KBc89dd3632bb97cdc002cbcdeec00e93c569bcc56e88c52a35612039654595f43
special_tokens_map.json158 Bd6987802b7ab3904b190fa17c8dc47757892cc67d02ac571074e67441bc6f70f
tokenizer.json1.79 MB5952e532af20bc935a29293725394bdb32a6a286e811a22f930a594ece59102c
tokenizer_config.json1.49 MB1bd29465c2834d676be5ceaf32272a604522ef85659a2cb09a8ae1ea7d40ba76
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
b7da048eff pinned now2026-11-15 03:33 UTC8 files · 221 MB

Use it

$ fw get mlx-community/Soprano-80M-bf16
# manifest sha256 031c6a5445ea… · 221 MB · 8 files
$ fw verify ./Soprano-80M-bf16 mlx-community/Soprano-80M-bf16
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Soprano-80M-bf16.json --dir ./Soprano-80M-bf16 $ python3 fw.py verify ./Soprano-80M-bf16 ./mlx-community__Soprano-80M-bf16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Soprano-80M-bf16 --revision b7da048eff3dfd556409a44b78b9c61a9dd4ccfa --local-dir ./Soprano-80M-bf16
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
a20d0ae0c9465e312e2e7d79a3778a21f006344f1df814fa5cf03d744636c930
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.speechSubject: Soprano-80M-bf16Date: 2026-11-15Commit: b7da048Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Soprano-80M-bf16
Pinned commit
b7da048eff3dfd556409a44b78b9c61a9dd4ccfa
Manifest
Soprano-80M-bf16.json · .minisig
Manifest sha256
031c6a5445ea25111e575e6262a57bbe615b27b5cf3fa5c57a30c687b7225b4f
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:33 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Soprano-80M-bf16.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Soprano-80M-bf16.json.minisig $ minisign -Vm Soprano-80M-bf16.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

No related models in this catalog.Nothing here lists this model as its parent, and it names no parent.
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Soprano-80M-bf16
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. Soprano-80M-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Soprano-80M-bf16

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