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voxtral-mini-3b-2507
vokra/voxtral-mini-3b-2507
voxtral-mini-3b-2507 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.
Speech recognition model, converted to the Vokra GGUF format for Vokra, a zero-dependency speech-AI inference runtime.
All-time downloads
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Repo size
9.4 GB
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Repo makeup
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.gguf9.4 GB · 100%
At a glance
- Library
- vokra
- License
- apache-2.0
- Access
- Public
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026
- SHA
- bc4887e1
Model card
From the Hugging Face model README
voxtral-mini-3b-2507 (Vokra GGUF)
Speech recognition model, 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 |
|---|---|---|
voxtral-mini-3b-2507.gguf | 8923.0 MB | eb6c3d317ccc55fa5e4708ad9f80e7d2a145257f9cd4762156fc8ddff45fb233 |
Usage
# Download (any HTTP client works — the file is a plain GGUF)
curl -L -o voxtral-mini-3b-2507.gguf \
https://huggingface.co/vokra/voxtral-mini-3b-2507/resolve/main/voxtral-mini-3b-2507.gguf
vokra-cli run --model voxtral-mini-3b-2507.gguf --input speech.wav
# Beam search instead of greedy
vokra-cli run --model voxtral-mini-3b-2507.gguf --input speech.wav --beam-size 5
Prints the transcript. Input must be mono 16 kHz WAV.
Provenance
| Field | Value |
|---|---|
| Architecture | voxtral |
| Tensors | 762 |
| Upstream source | mistralai/Voxtral-Mini-3B-2507 (Apache-2.0) |
| Upstream licence | apache-2.0 |
| Licence class | permissive |
| Registry model id | voxtral-mini-3b |
| 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 voxtral-mini-3b-2507.gguf
# expect: eb6c3d317ccc55fa5e4708ad9f80e7d2a145257f9cd4762156fc8ddff45fb233
- Library
- vokra
- License
- apache-2.0
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026