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mms-1b-all-base
vokra/mms-1b-all-base
mms-1b-all-base is a machine learning model from vokra. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for vokra. The card lists the license as apache-2.0.
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
All-time downloads
35
Public
Repo size
8.9 MB
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0
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Repo makeup
Click a slice to open those files.
.gguf8.9 MB · 100%
At a glance
- Library
- vokra
- License
- apache-2.0
- Access
- Public
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026
- SHA
- b3cde35a
Model card
From the Hugging Face model README
mms-1b-all-base (Vokra GGUF)
Converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
This is a conversion, not a new model. The weights are the upstream ones; Vokra re-packages them so its runtime can memory-map them directly. Credit for the model belongs upstream — see Source below.
Files
| File | Size | SHA-256 |
|---|---|---|
model.gguf | 8.5 MB | f3d15b42fa3e5d250262d5f18b918d20fcec1db9c62974bed975f451e6975232 |
Usage
# Download (any HTTP client works — the file is a plain GGUF)
curl -L -o model.gguf \
https://huggingface.co/vokra/mms-1b-all-base/resolve/main/model.gguf
vokra-cli run --model model.gguf --input input.wav
Provenance
| Field | Value |
|---|---|
| Architecture | wav2vec2_ctc |
| Tensors | 290 |
| Upstream source | facebook/mms-1b-all (wav2vec 2.0 waveform-in encoder + optional CTC head, apache-2.0) |
| Upstream licence | apache-2.0 |
| Licence class | permissive |
| Registry model id | mms-1b-all |
| Vokra GGUF schema | 1 |
| Converted by | vokra-core 0.1.0-alpha.0 |
Every row above is read out of this file's own vokra.* metadata, so the card cannot claim something the artifact does not carry.
Licence
The weights are distributed under apache-2.0, unchanged from upstream. Conversion does not alter the licence, and your obligations run to the upstream author.
Verifying this file
shasum -a 256 model.gguf
# expect: f3d15b42fa3e5d250262d5f18b918d20fcec1db9c62974bed975f451e6975232
- Library
- vokra
- License
- apache-2.0
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026