alt.freeweights.qwen / Qwen3.6-27B-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-MLX-4bit

Date: 2026-11-14Commit: bd83f6fSigned: 2DC28CC7B26A283B ✓

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

27.4B params16.1GBQwen3.6-27B-MLX-4bitsafetensorspermissive
FactsParams27.4BSize16.1 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Qwen3.6-27B-MLX-4bit
# manifest sha256 9834dc867c02… · 16.1 GB · 16 files
$ fw verify ./Qwen3.6-27B-MLX-4bit lmstudio-community/Qwen3.6-27B-MLX-4bit
From sourceHosted (signed)lmstudio-community/Qwen3.6-27B-MLX-4bitLast check: 2026-11-14 21:28 UTC

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

Quantized of Qwen3.6-27B.

Works with

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
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 bd83f6f. 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#

4-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

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.md2.26 KB5e6cd458f6b6e67fd7583cbaae560fe1c139e262274f9cc8f7ccc91cf77454cf
chat_template.jinja7.76 KBe84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json4.57 KBede24666ac51e6d5ab948a8a1e6c72fc6effd941ba3aabb6dd942eb517c78043
configuration.json51 B2d4464e2ead06bc9bc718c781309ad1e7baded626d66e8dcdc8b469ba185faf0
generation_config.json202 Be70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
model-00001-of-00003.safetensors5.34 GB2689680915661f040c50c35244d08b336def279e509e1ca11873f8dd1b0e7ce0
model-00002-of-00003.safetensors5.35 GBa46183727b2c5cd16613fd8395f5e9e7cc4ad679644558cc87c9406fe334463d
model-00003-of-00003.safetensors5.36 GBac23bf70b1f239a040921d6f93770d74176fd435dbf44e42317053d06c68d702
model.safetensors.index.json218 KB13b840162b4cb35c66fef7df072f7dbb4717908204364f5e5d9f9655a2758fa8
preprocessor_config.json390 B27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516
processor_config.json1.19 KBd89ef49ce9cd37fbf510158e13c1ef063d9286411c1ec9049932dbe0487143b1
tokenizer.json20.0 MB87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
tokenizer_config.json9.17 KB672488283cdbf3530ecd2e3f90da54f9998cbae6befb5b32877590f72c7a9b2c
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
bd83f6fe15 pinned now manifest updated, same commit2026-11-14 21:28 UTC16 files · 16.1 GB
bd83f6fe152026-11-14 21:28 UTC16 files · 16.1 GB

Use it

$ fw get lmstudio-community/Qwen3.6-27B-MLX-4bit
# manifest sha256 9834dc867c02… · 16.1 GB · 16 files
$ fw verify ./Qwen3.6-27B-MLX-4bit lmstudio-community/Qwen3.6-27B-MLX-4bit
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-4bit.json --dir ./Qwen3.6-27B-MLX-4bit $ python3 fw.py verify ./Qwen3.6-27B-MLX-4bit ./lmstudio-community__Qwen3.6-27B-MLX-4bit.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-4bit --revision bd83f6fe15b171f1549475db2348389c0f541c21 --local-dir ./Qwen3.6-27B-MLX-4bit
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-4bit", revision="bd83f6fe15b171f1549475db2348389c0f541c21") model = AutoModelForImageTextToText.from_pretrained("lmstudio-community/Qwen3.6-27B-MLX-4bit", revision="bd83f6fe15b171f1549475db2348389c0f541c21", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Qwen3.6-27B-MLX-4bit --revision bd83f6fe15b171f1549475db2348389c0f541c21

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
5e6cd458f6b6e67fd7583cbaae560fe1c139e262274f9cc8f7ccc91cf77454cf
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-4bitDate: 2026-11-14Commit: bd83f6fSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Qwen3.6-27B-MLX-4bit
Pinned commit
bd83f6fe15b171f1549475db2348389c0f541c21
Manifest
Qwen3.6-27B-MLX-4bit.json · .minisig
Manifest sha256
9834dc867c024bbe340c64089528dab49f5db035d912fab3cb6e23e0707eb64e
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-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3.6-27B-MLX-4bit.json.minisig $ minisign -Vm Qwen3.6-27B-MLX-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

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-4bit
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-4bit.json. Provenance. Takedown history: none.
From: BAAI <huggingface.co/BAAI>Subject: Aquila-VL-2B-llava-qwen
From: Perciqa <huggingface.co/Perciqa>Subject: Aurora-Code-1
From: BAAI <huggingface.co/BAAI>Subject: bge-reasoner-embed-qwen3-8b-0923
From: amazon <huggingface.co/amazon>Subject: BMOJOF-primed-HQwen3-8B-Instruct
From: nbeerbower <huggingface.co/nbeerbower>Subject: Bubba-Qwen3.6-27B-LoRA
From: bartowski <huggingface.co/bartowski>Subject: bytkim_Qwen3.8-27B-pi-GGUF