From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen3-ASR-0.6B-4bit Date: 2026-11-15Commit: 313d850Signed: 2DC28CC7B26A283B ✓ Automatic speech recognition model with 782M parameters. Safetensors weights, 713 MB in all. Published by mlx-community under Apache-2.0.
782M params 713 MB Qwen3-ASR-0.6B-4bit safetensors permissive Facts Params 782M Size 713 MB Formats safetensors Task automatic speech recognition License Apache-2.0 permissive
fw
$ fw get mlx-community/Qwen3-ASR-0.6B-4bit
# manifest sha256 605d964d754e… · 713 MB · 11 files
$ fw verify ./Qwen3-ASR-0.6B-4bit mlx-community/Qwen3-ASR-0.6B-4bitHosted (signed) mlx-community/Qwen3-ASR-0.6B-4bit Last check: 2026-11-15 02:52 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Works with
Runs with Ranked by fit to this model (safetensors), then by GitHub stars.
Show all 23
Overview
Size 713 MB
Weights 708 MB (safetensors)
Parameters 782M
Formats safetensors
Task automatic speech recognition
License Apache-2.0 (permissive)
Files 11, each with a sha256
Publisher mlx-community
Added 2026-11-15
Section alt.freeweights.qwen 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
Badge Host Last check Result huggingface.co 2026-11-15 02:52 UTC passed
Model card From the publisher at commit
313d850 . Shown as plain text with links; images open at the publisher.
This model was converted to MLX format from Qwen/Qwen3-ASR-0.6B0.3.1 .
Refer to the original model card for more details on the model.
Use with mlx-audio#
pip install -U mlx-audioCLI Example:#
python -m mlx_audio.stt.generate --model mlx-community/Qwen3-ASR-0.6B-4bit --audio "audio.wav"Python Example:#
from mlx_audio.stt.utils import load_model
from mlx_audio.stt.generate import generate_transcription
model = load_model("mlx-community/Qwen3-ASR-0.6B-4bit")
transcription = generate_transcription(
model=model,
audio_path="path_to_audio.wav",
output_path="path_to_output.txt",
format="txt",
verbose=True,
)
print(transcription.text)
Files 11 files · 713 MB Weights 708 MB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256 File Size sha256 .gitattributes 1.52 KB 11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361 README.md 1.01 KB 4d54132d09a2d3d12410ef13c94d7afcfc936bdca8239a3e6cd0797d6a28dd1c chat_template.json 1.16 KB 75a8cfca24f00de72d796fbfed6858fc9614ef3dabd8696684cc3bc03a9c58ff config.json 7.19 KB 923618cf5ca452fda0253a6be5c1a17f94a2e4851d3b98beb45848565587bd72 generation_config.json 142 B 1da527824d81e07118facff437e03f2e24a23311e3bdeb2368973fe77e5f275c merges.txt 1.67 MB 8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5 model.safetensors 708 MB 70c7e67e588062adce4f10796e47ad42ead51c6671eda61a0987eae38ca95ddf model.safetensors.index.json 71.8 KB e3bb80ef0fd42a5be07b04e90c97d60460bbde8af3531e0bfe9100a61404d81a preprocessor_config.json 330 B 45e120a4eda2c20c5d7f2ea9354e63536bf35e27aa573fb7cdf78017b378770d tokenizer_config.json 12.5 KB 4942d005604266809309cabc9f4e9cb89ce855d59b14681fdc0e1cc62ea26c4c vocab.json 2.78 MB ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 313d850181 pinned now 2026-11-15 02:52 UTC 11 files · 713 MB
Use it fw
$ fw get mlx-community/Qwen3-ASR-0.6B-4bit
# manifest sha256 605d964d754e… · 713 MB · 11 files
$ fw verify ./Qwen3-ASR-0.6B-4bit mlx-community/Qwen3-ASR-0.6B-4bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Qwen3-ASR-0.6B-4bit.json --dir ./Qwen3-ASR-0.6B-4bit
$ python3 fw.py verify ./Qwen3-ASR-0.6B-4bit ./mlx-community__Qwen3-ASR-0.6B-4bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen3-ASR-0.6B-4bit --revision 313d850181767edf09f00a9c289becca70e58cd0 --local-dir ./Qwen3-ASR-0.6B-4bittransformers Speech recognition with the transformers pipeline.
import os
os.environ["HF_ENDPOINT" ] = "https://freeweights.allternit.com"
from transformers import pipeline
asr = pipeline("automatic-speech-recognition", model="mlx-community/Qwen3-ASR-0.6B-4bit", revision="313d850181767edf09f00a9c289becca70e58cd0")
print(asr("audio.wav")["text"])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 4d54132d09a2d3d12410ef13c94d7afcfc936bdca8239a3e6cd0797d6a28dd1c 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: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen3-ASR-0.6B-4bit Date: 2026-11-15Commit: 313d850Signed: 2DC28CC7B26A283B ✓ Upstream mlx-community/Qwen3-ASR-0.6B-4bit Pinned commit 313d850181767edf09f00a9c289becca70e58cd0 Manifest Qwen3-ASR-0.6B-4bit.json · .minisig Manifest sha256 605d964d754e65eef7f330f9d7d7c533f9e5e8854a09775c03d9bd57a84bb6b4 Signature minisign, Ed25519, key 2DC28CC7B26A283B Created 2026-11-15 02:52 UTC Generator freeweights-manifest/0.1.0 Takedowns None. How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-ASR-0.6B-4bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-ASR-0.6B-4bit.json.minisig
$ minisign -Vm Qwen3-ASR-0.6B-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 No related models in this catalog. Nothing here lists this model as its parent, and it names no parent.
Get it
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen3-ASR-0.6B-4bitOpen in Freeweights Studio Pull, verify and run it in the Allternit app on Desktop, web or phone.
2.2B params 4.37 GB Aquila-VL-2B-llava-qwen safetensors permissive Facts Params 2.2B Size 4.37 GB Formats safetensors Task visual question answering License Apache-2.0 permissive flip From: <huggingface.co/BAAI> Subject: Aquila-VL-2B-llava-qwen 34.7B params 69.3 GB Aurora-Code-1 safetensors permissive Facts Params 34.7B Size 69.3 GB Formats safetensors Task text generation License Apache-2.0 permissive flip From: Perciqa <huggingface.co/Perciqa> Subject: Aurora-Code-1 7.6B params 30.6 GB bge-reasoner-embed-qwen3-8b-0923 safetensors permissive Facts Params 7.6B Size 30.6 GB Formats safetensors Task feature extraction License Apache-2.0 permissive flip From: <huggingface.co/BAAI> Subject: bge-reasoner-embed-qwen3-8b-0923 9.3B params 18.5 GB BMOJOF-primed-HQwen3-8B-Instruct safetensors permissive Facts Params 9.3B Size 18.5 GB Formats safetensors Task text generation License Apache-2.0 permissive flip From: amazon <huggingface.co/amazon> Subject: BMOJOF-primed-HQwen3-8B-Instruct qwen 658 MB Bubba-Qwen3.6-27B-LoRA safetensors permissive Facts Params not stated Size 658 MB Formats safetensors Task not tagged License Apache-2.0 permissive flip From: nbeerbower <huggingface.co/nbeerbower> Subject: Bubba-Qwen3.6-27B-LoRA qwen 447 GB bytkim_Qwen3.8-27B-pi-GGUF gguf permissive Facts Params not stated Size 447 GB Formats gguf Task image text to text License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: bytkim_Qwen3.8-27B-pi-GGUF
mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject: 
BAAI