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alt.freeweights.qwen / Qwen3.6-27B-nvfp4
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-nvfp4

Date: 2026-11-15Commit: 4d2ab1eSigned: 2DC28CC7B26A283B ✓

Image text to text model with 27.4B parameters. Safetensors weights, 16.1 GB in all. Published by mlx-community under Apache-2.0.

27.4B params16.1GBQwen3.6-27B-nvfp4safetensorspermissive
FactsParams27.4BSize16.1 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Qwen3.6-27B-nvfp4
# manifest sha256 ae0754e77ffe… · 16.1 GB · 16 files
$ fw verify ./Qwen3.6-27B-nvfp4 mlx-community/Qwen3.6-27B-nvfp4
From sourceHosted (signed)mlx-community/Qwen3.6-27B-nvfp4Last check: 2026-11-15 05:02 UTC
Run at homeGet help

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

Quantized of Qwen3.6-27B.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
16.1 GB
Weights
16.1 GB (safetensors)
Parameters
27.4B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
16, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3.6-27B

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 05:02 UTCpassed

Model card

From the publisher at commit 4d2ab1e. Shown as plain text with links; images open at the publisher.

mlx-community/Qwen3.6-27B-nvfp4#

This model was converted to MLX format from Qwen/Qwen3.6-27B using mlx-vlm version 0.4.4. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm
python -m mlx_vlm.generate --model mlx-community/Qwen3.6-27B-nvfp4 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

16 files · 16.1 GBWeights 16.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 16 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md698 Bbb8e940e6061a8e716a3f05b1d6967a4252745131049f4ce159439390cd9b846
chat_template.jinja7.76 KBe84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json4.57 KB0a0883e8beac2d5b596f5d35458764d648f39559f821c095446180242791b76c
configuration.json51 B2d4464e2ead06bc9bc718c781309ad1e7baded626d66e8dcdc8b469ba185faf0
generation_config.json202 Be70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
model-00001-of-00003.safetensors5.34 GB898c5936ef3968ccab448f10d2894f7e021d142d784556f7356d7298ae98ccd9
model-00002-of-00003.safetensors5.35 GB51bb26a15b6b36b5f57eeada0467b514150fa335d37ae299651920a7283db75b
model-00003-of-00003.safetensors5.36 GB14a93019df77283d630711c61afa41bf53edc82be764c6978941bc29fc402766
model.safetensors.index.json167 KB8a3f70b51e57843efcb417829dc8be081e414517995234e71fc7cf508ae01f90
preprocessor_config.json390 B27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516
processor_config.json1.31 KB51c5f33646392e0bf1ed3e96be02504da47406c21c6cb86925d8908d1a6c4da7
tokenizer.json20.0 MB87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
tokenizer_config.json1.14 KBe98f1901ac6f0adff67b1d540bfa0c36ac1a0cf59eb72ed78146ef89aafa1182
video_preprocessor_config.json385 B7768af27c1fafa9cc9011c1dc20067e03f8915e03b63504550e11d5066986d13
vocab.json6.72 MBce99b4cb2983d118806ce0a8b777a35b093e2000a503ebde25853284c9dfa003
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
4d2ab1eda9 pinned now2026-11-15 05:02 UTC16 files · 16.1 GB

Use it

$ fw get mlx-community/Qwen3.6-27B-nvfp4
# manifest sha256 ae0754e77ffe… · 16.1 GB · 16 files
$ fw verify ./Qwen3.6-27B-nvfp4 mlx-community/Qwen3.6-27B-nvfp4
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-nvfp4.json --dir ./Qwen3.6-27B-nvfp4 $ python3 fw.py verify ./Qwen3.6-27B-nvfp4 ./mlx-community__Qwen3.6-27B-nvfp4.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen3.6-27B-nvfp4 --revision 4d2ab1eda95532602a12db325c8a3ea9f362a6f5 --local-dir ./Qwen3.6-27B-nvfp4
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("mlx-community/Qwen3.6-27B-nvfp4", revision="4d2ab1eda95532602a12db325c8a3ea9f362a6f5") model = AutoModelForImageTextToText.from_pretrained("mlx-community/Qwen3.6-27B-nvfp4", revision="4d2ab1eda95532602a12db325c8a3ea9f362a6f5", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen3.6-27B-nvfp4 --revision 4d2ab1eda95532602a12db325c8a3ea9f362a6f5
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
bb8e940e6061a8e716a3f05b1d6967a4252745131049f4ce159439390cd9b846
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.qwenSubject: Qwen3.6-27B-nvfp4Date: 2026-11-15Commit: 4d2ab1eSigned: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Qwen3.6-27B-nvfp4
Pinned commit
4d2ab1eda95532602a12db325c8a3ea9f362a6f5
Manifest
Qwen3.6-27B-nvfp4.json · .minisig
Manifest sha256
ae0754e77ffe08e6724a3fe1b6f76b3c285c159b302ea227d13ba09f23c1de2a
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:02 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-nvfp4.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-nvfp4.json.minisig $ minisign -Vm Qwen3.6-27B-nvfp4.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

Qwen/Qwen3.6-27B · 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/Qwen3.6-27B-nvfp4
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3.6-27B-nvfp4.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Qwen3.6-27B-nvfp4

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