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alt.freeweights.qwen / Qwen3.6-27B-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-MLX-6bit

Date: 2026-11-14Commit: dafc96bSigned: 2DC28CC7B26A283B ✓

Image text to text model with 27.4B parameters. Safetensors weights, 22.8 GB in all. Published by lmstudio-community under Apache-2.0.

27.4B params22.8GBQwen3.6-27B-MLX-6bitsafetensorspermissive
FactsParams27.4BSize22.8 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Qwen3.6-27B-MLX-6bit
# manifest sha256 7a6304e40064… · 22.8 GB · 18 files
$ fw verify ./Qwen3.6-27B-MLX-6bit lmstudio-community/Qwen3.6-27B-MLX-6bit
From sourceHosted (signed)lmstudio-community/Qwen3.6-27B-MLX-6bitLast check: 2026-11-14 21:28 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
22.8 GB
Weights
22.8 GB (safetensors)
Parameters
27.4B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
18, each with a sha256
Publisher
lmstudio-community
Added
2026-11-14
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.co2026-11-14 21:28 UTCpassed

Model card

From the publisher at commit dafc96b. Shown as plain text with links; images open at the publisher.

💫 Community Model> Qwen3.6-27B by Qwen#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: Qwen

Original model: Qwen3.6-27B

MLX quantization: provided by LM Studio team using mlx_vlm

Technical Details#

6-bit quantized version of Qwen3.6-27B using MLX, optimized for Apple Silicon.

Special thanks#

🙏 Special thanks to the Apple Machine Learning Research team for creating MLX.

Disclaimers#

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.

Files

18 files · 22.8 GBWeights 22.8 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 18 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.26 KBc2353f3f3668569104b527bdbc4bdcdc2abdc12f58573fc020f0efb32000895a
chat_template.jinja7.76 KBe84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json4.57 KB419144c4146bba6c2b6ef574c87ba40ba8e703974551b3e46b7e048380cbd210
configuration.json51 B2d4464e2ead06bc9bc718c781309ad1e7baded626d66e8dcdc8b469ba185faf0
generation_config.json202 Be70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
model-00001-of-00005.safetensors5.36 GB21b8a7ed125709f6c16565cffea05851b2248620c1273a02ad5ec37c092b31e6
model-00002-of-00005.safetensors5.34 GB78a6fd3d77a827f2000c9e3e90d323b016e775da500a14f55aa8772ab6dcaffd
model-00003-of-00005.safetensors5.33 GBd15b4df016e5f0642358daa07083cb13d60fdc38a338125e8d39df71ca4247c7
model-00004-of-00005.safetensors5.33 GBc38638ddd3d9f652e37eb91762b70e3dc6fed4eec9ae6fef693ce1a80aaaa721
model-00005-of-00005.safetensors1.41 GB0aefd29a27efd1687c9761f782546056edb456bd0b3419c8891b8d8df342c2a3
model.safetensors.index.json218 KBdafc019bb8416ae2a289f24c598473b5531b14ca87a0cabfd9b0d6aec67bffc1
preprocessor_config.json390 B27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516
processor_config.json991 B45fc17c8dd2474af6b493b52483c26c0584b0082d368c480f9fa611e73070040
tokenizer.json20.0 MB06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
tokenizer_config.json9.20 KB31d4bab23d88f6aa1ff7c6f692b454733fafa4e9c26da3a542c8eeadcb99ecef
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
dafc96bab9 pinned now manifest updated, same commit2026-11-14 21:28 UTC18 files · 22.8 GB
dafc96bab92026-11-14 21:28 UTC18 files · 22.8 GB

Use it

$ fw get lmstudio-community/Qwen3.6-27B-MLX-6bit
# manifest sha256 7a6304e40064… · 22.8 GB · 18 files
$ fw verify ./Qwen3.6-27B-MLX-6bit lmstudio-community/Qwen3.6-27B-MLX-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3.6-27B-MLX-6bit.json --dir ./Qwen3.6-27B-MLX-6bit $ python3 fw.py verify ./Qwen3.6-27B-MLX-6bit ./lmstudio-community__Qwen3.6-27B-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Qwen3.6-27B-MLX-6bit --revision dafc96bab96a89e3ea8c4b3c197e2806b8c0d595 --local-dir ./Qwen3.6-27B-MLX-6bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("lmstudio-community/Qwen3.6-27B-MLX-6bit", revision="dafc96bab96a89e3ea8c4b3c197e2806b8c0d595") model = AutoModelForImageTextToText.from_pretrained("lmstudio-community/Qwen3.6-27B-MLX-6bit", revision="dafc96bab96a89e3ea8c4b3c197e2806b8c0d595", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Qwen3.6-27B-MLX-6bit --revision dafc96bab96a89e3ea8c4b3c197e2806b8c0d595
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. 2026-11-14
Text in
README.md
Text sha256
c2353f3f3668569104b527bdbc4bdcdc2abdc12f58573fc020f0efb32000895a
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: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.qwenSubject: Qwen3.6-27B-MLX-6bitDate: 2026-11-14Commit: dafc96bSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Qwen3.6-27B-MLX-6bit
Pinned commit
dafc96bab96a89e3ea8c4b3c197e2806b8c0d595
Manifest
Qwen3.6-27B-MLX-6bit.json · .minisig
Manifest sha256
7a6304e40064b346d397d81cf7ee60c97eb1b1b7dae8ef4b5c2529ad6e39cf03
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:28 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3.6-27B-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3.6-27B-MLX-6bit.json.minisig $ minisign -Vm Qwen3.6-27B-MLX-6bit.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 lmstudio-community/Qwen3.6-27B-MLX-6bit
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-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Qwen3.6-27B-MLX-6bit

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