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alt.freeweights.qwen / Qwen3.6-27B-bf16
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-bf16

Date: 2026-11-15Commit: e3d7ee2Signed: 2DC28CC7B26A283B ✓

Image text to text model with 27.4B parameters. Safetensors weights, 54.7 GB in all. Published by mlx-community under Apache-2.0.

27.4B params54.7GBQwen3.6-27B-bf16safetensorspermissive
FactsParams27.4BSize54.7 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Qwen3.6-27B-bf16
# manifest sha256 65044272264b… · 54.7 GB · 24 files
$ fw verify ./Qwen3.6-27B-bf16 mlx-community/Qwen3.6-27B-bf16
From sourceHosted (signed)mlx-community/Qwen3.6-27B-bf16Last check: 2026-11-15 03:41 UTC
Run at homeGet help

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

Fine-tune of Qwen3.6-27B.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
54.7 GB
Weights
54.7 GB (safetensors)
Parameters
27.4B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
24, 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 03:41 UTCpassed

Model card

From the publisher at commit e3d7ee2. Shown as plain text with links; images open at the publisher.

mlx-community/Qwen3.6-27B-bf16#

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-bf16 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

24 files · 54.7 GBWeights 54.7 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 24 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md696 Bcf8018f81ace86037420c1a02c12521f298e9ed04cfe9566637cf1c017c4539a
chat_template.jinja7.76 KBe84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json4.37 KBa644cad5cc8523da93ec7265c49efc6987aa6ab3020ad8f5d944350340d2d453
configuration.json51 B2d4464e2ead06bc9bc718c781309ad1e7baded626d66e8dcdc8b469ba185faf0
generation_config.json202 Be70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
model-00001-of-00011.safetensors5.23 GBa2c3d3df066f0de4ffc1fc513a55f88269323c21fe489faffa8203ed20415361
model-00002-of-00011.safetensors5.32 GBc8e956aa153c8e4535a232581ac23b2b3072d3e3b8bc1585498ae78e57903cca
model-00003-of-00011.safetensors5.32 GB9f73e1e249d53f3a19e1a34bd5c2c19f61f5154a9c153e775ee39e1e5218619f
model-00004-of-00011.safetensors5.32 GB11ce59a82df7bf82e71ad3964bae65e52d2f067db19c7ea48abe2f1b0df8c02c
model-00005-of-00011.safetensors5.34 GBca37c45c779c29a3572abcfd77e16d933f809237394b7d4e1a7ce9aeb9fde6cf
model-00006-of-00011.safetensors5.32 GBcec323e117b7310f60a364f6eec119daed89ad5b96dfd4faf249c3fc711b38be
model-00007-of-00011.safetensors5.32 GB725cc4f3aa1ac6f36a05724a60d7446d4944b0ab5c8860cb41e562686c487f40
model-00008-of-00011.safetensors5.32 GBfd2f68bac627ff6d51d8a0b3398ce70245b037d84a3be8ab85210c83547857d1
model-00009-of-00011.safetensors5.34 GBbb3d682a77ea14e3af3f642c5a2b340766bb0726e6bdeba81fd32e1e73c1ba6a
model-00010-of-00011.safetensors4.32 GBc42cea97b8cbb0e4312395745b8cb231866acc497292e0e13b86abcba9609789
model-00011-of-00011.safetensors2.54 GB32f93d8c1b1be76edd973c96239997b2b1fb9359bf3358eac558dd81c51db317
model.safetensors.index.json116 KB1db862301da01efa0a977a8f6944195d79bcab9683863c7e5f2e9aa33f8d1ce3
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
e3d7ee20c3 pinned now2026-11-15 03:41 UTC24 files · 54.7 GB

Use it

$ fw get mlx-community/Qwen3.6-27B-bf16
# manifest sha256 65044272264b… · 54.7 GB · 24 files
$ fw verify ./Qwen3.6-27B-bf16 mlx-community/Qwen3.6-27B-bf16
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-bf16.json --dir ./Qwen3.6-27B-bf16 $ python3 fw.py verify ./Qwen3.6-27B-bf16 ./mlx-community__Qwen3.6-27B-bf16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen3.6-27B-bf16 --revision e3d7ee20c3abdb072783ea696b2fe044aa85bf89 --local-dir ./Qwen3.6-27B-bf16
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-bf16", revision="e3d7ee20c3abdb072783ea696b2fe044aa85bf89") model = AutoModelForImageTextToText.from_pretrained("mlx-community/Qwen3.6-27B-bf16", revision="e3d7ee20c3abdb072783ea696b2fe044aa85bf89", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen3.6-27B-bf16 --revision e3d7ee20c3abdb072783ea696b2fe044aa85bf89
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
cf8018f81ace86037420c1a02c12521f298e9ed04cfe9566637cf1c017c4539a
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-bf16Date: 2026-11-15Commit: e3d7ee2Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Qwen3.6-27B-bf16
Pinned commit
e3d7ee20c3abdb072783ea696b2fe044aa85bf89
Manifest
Qwen3.6-27B-bf16.json · .minisig
Manifest sha256
65044272264b77ab2dfe4c6690ddd14c4872cbb563e88b51e4d531fc992d4ee0
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:41 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-bf16.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-bf16.json.minisig $ minisign -Vm Qwen3.6-27B-bf16.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 finetune 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-bf16
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-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Qwen3.6-27B-bf16

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