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alt.freeweights.speech / MOSS-TTS-Local-Transformer-v1.5-4bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.speechSubject:

MOSS-TTS-Local-Transformer-v1.5-4bit

Date: 2026-11-15Commit: 6133641Signed: 2DC28CC7B26A283B ✓

Text to speech model with 4.6B parameters. Safetensors weights, 2.62 GB in all. Published by mlx-community under Apache-2.0.

4.6B params2.62GBMOSS-TTS-Local-Transformer-v1.5-4bitsafetensorspermissive
FactsParams4.6BSize2.62 GBFormatssafetensorsTasktext to speechLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
# manifest sha256 1e27182029f6… · 2.62 GB · 13 files
$ fw verify ./MOSS-TTS-Local-Transformer-v1.5-4bit mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
From sourceHosted (signed)mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bitLast check: 2026-11-15 05:19 UTC
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Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of MOSS-TTS-Local-Transformer-v1.5.

Works with

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Overview

Size
2.62 GB
Weights
2.61 GB (safetensors)
Parameters
4.6B
Formats
safetensors
Task
text to speech
License
Apache-2.0 (permissive)
Files
13, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.speech
Lineage

Original release from the publisher.

Base model: OpenMOSS-Team/MOSS-TTS-Local-Transformer-v1.5

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 05:19 UTCpassed

Model card

From the publisher at commit 6133641. Shown as plain text with links; images open at the publisher.

mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit#

MLX conversion of OpenMOSS-Team/MOSS-TTS-Local-Transformer-v1.5 (OpenMOSS / MOSI.AI) — the 4B MossTTSLocal speech model (Qwen3 backbone + a local transformer emitting 12 RVQ codebooks per frame), zero-shot voice cloning, streaming synthesis, 48 kHz stereo output through MOSS-Audio-Tokenizer-v2.

Precision: int4, group size 64, affine — 2.4 GB. Converted with mlx_audio.convert (model type moss_tts_local) from the upstream safetensors, tokenizer files copied verbatim; the upstream remote-code .py files are not needed by MLX and were dropped.

Sibling tiers: MOSS-TTS-Local-Transformer-v1.5-bf16 · -8bit · -4bit. The codec is mlx-community/MOSS-Audio-Tokenizer-v2-bf16 (this config's audio_tokenizer_name_or_path still points at the upstream fp32 repo, which mlx-audio also loads directly).

Use with mlx-audio#

from mlx_audio.tts import load
from mlx_audio.audio_io import write as audio_write

model = load("mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit", lazy=True)
result = next(model.generate(
    text="Hello, this is MOSS-TTS running on MLX.",
    ref_audio="speaker.wav",          # optional zero-shot cloning prompt
    language="English",
    max_tokens=400,
))
audio_write("out.wav", result.audio, result.sample_rate)   # 48 kHz stereo

Streaming (stream=True, streaming_interval=2.0) is supported on this checkpoint; see the mlx-audio moss_tts README. Fixed 12-codebook RVQ depth — do not pass a different n_vq_for_inference.

License#

Apache-2.0 (upstream weights and this conversion). Please credit OpenMOSS for the model.

Files

13 files · 2.62 GBWeights 2.61 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.19 KBdc6e39651cbf8c45b07d3643b22f3f8d2d178c62c32d161a1a43c1e36a4d9c94
added_tokens.json790 B39bb49db6acfb8e7510b1640f575bdc183f511d85c94ce3ee967f2a6195c4a8a
chat_template.jinja4.17 KBa55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8
config.json11.9 KBf04a94e5f3ffdf7b1ad333788e057f81c0796c796ed0199797e9dbfa497e6ef6
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model.safetensors2.61 GB96039db3b96b278e98674e9bb2232f5306e056e7dc0a5dbbb26705107834ac1e
model.safetensors.index.json73.9 KB40d46623764f1baf84286602f78f26fc529c2230dde077ab03d2380cc08b0e68
processor_config.json210 Bdb574bfebad009e05193196a63a4eeecd353eeca177ccfff28b9379d595d88b7
special_tokens_map.json394 B02a153514db64e5378c53ef164c960409882649de6f4aac8f81f66218e7f8797
tokenizer.json11.4 MB06902d1fb775216338802205886a24bc715ccc606bd872a892e3d3c83ca1b9e2
tokenizer_config.json5.73 KBec2869dd4c9c7155b3460c291a6fb2b955e5068013ba7efbcaafd1c61e02abce
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6133641009 pinned now2026-11-15 05:19 UTC13 files · 2.62 GB

Use it

$ fw get mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
# manifest sha256 1e27182029f6… · 2.62 GB · 13 files
$ fw verify ./MOSS-TTS-Local-Transformer-v1.5-4bit mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit.json --dir ./MOSS-TTS-Local-Transformer-v1.5-4bit $ python3 fw.py verify ./MOSS-TTS-Local-Transformer-v1.5-4bit ./mlx-community__MOSS-TTS-Local-Transformer-v1.5-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit --revision 613364100996995dd095f7abd04b24372ce11a8e --local-dir ./MOSS-TTS-Local-Transformer-v1.5-4bit
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
dc6e39651cbf8c45b07d3643b22f3f8d2d178c62c32d161a1a43c1e36a4d9c94
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: MOSS-TTS-Local-Transformer-v1.5-4bitDate: 2026-11-15Commit: 6133641Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
Pinned commit
613364100996995dd095f7abd04b24372ce11a8e
Manifest
MOSS-TTS-Local-Transformer-v1.5-4bit.json · .minisig
Manifest sha256
1e27182029f6d8d9e68e997074c5c39fde00a68597bd9dff4c88188105559296
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:19 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit.json.minisig $ minisign -Vm MOSS-TTS-Local-Transformer-v1.5-4bit.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

Parent

OpenMOSS-Team/MOSS-TTS-Local-Transformer-v1.5 · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. MOSS-TTS-Local-Transformer-v1.5-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/MOSS-TTS-Local-Transformer-v1.5-4bit

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