CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.qwen / Qwen3.6-27B-mxfp8
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-mxfp8

Date: 2026-11-15Commit: 5db9fd9Signed: 2DC28CC7B26A283B ✓

Image text to text model with 27.4B parameters. Safetensors weights, 28.7 GB in all. Published by mlx-community under Apache-2.0.

27.4B params28.7GBQwen3.6-27B-mxfp8safetensorspermissive
FactsParams27.4BSize28.7 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Qwen3.6-27B-mxfp8
# manifest sha256 6b4315941c74… · 28.7 GB · 19 files
$ fw verify ./Qwen3.6-27B-mxfp8 mlx-community/Qwen3.6-27B-mxfp8
From sourceHosted (signed)mlx-community/Qwen3.6-27B-mxfp8Last check: 2026-11-15 05:10 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
28.7 GB
Weights
28.7 GB (safetensors)
Parameters
27.4B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
19, 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 05:10 UTCpassed

Model card

From the publisher at commit 5db9fd9. Shown as plain text with links; images open at the publisher.

mlx-community/Qwen3.6-27B-mxfp8#

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-mxfp8 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

19 files · 28.7 GBWeights 28.7 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 19 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md698 Bbb207e0d1dab0d4db429c5b810255cdc96f77e3fff25081b1536efc90a919840
chat_template.jinja7.76 KBe84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json4.57 KBf3cb5947f1d421b816b12a7e5a41a55cae0d958fd7846d7b287e58cc89e76455
configuration.json51 B2d4464e2ead06bc9bc718c781309ad1e7baded626d66e8dcdc8b469ba185faf0
generation_config.json202 Be70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
model-00001-of-00006.safetensors5.28 GB45abcd2e7ae68da858e4d71c0854b0eac0c90bbed44cf1788f21d2eca18db874
model-00002-of-00006.safetensors5.32 GB2fc8d70e7523bbb14d98cb1dce1d4a01d99048029fac44ca0b9921d270d875cb
model-00003-of-00006.safetensors5.29 GB5accd8caed5afcf92297f7ff383e97ed497133f03455ea67b5cd5bbb617b678d
model-00004-of-00006.safetensors5.30 GB62425c0334a052704d2fed6ef90074cb00b94ad7980f6a4508ccbf9846f20a50
model-00005-of-00006.safetensors5.29 GB83ce4fce06bb7d85f8394cc304bf356f382b81e783e244cea9976d05613e0c9f
model-00006-of-00006.safetensors2.18 GB07c5ee1450b91856885fc85cd9abcc95a2e88a9caf1af7b3c911d853aa6018c5
model.safetensors.index.json167 KB6d4225db6ecf03b948d2782facc68a3b1ce24cf9cc84cfeec013698a775eba12
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
5db9fd9c38 pinned now2026-11-15 05:10 UTC19 files · 28.7 GB

Use it

$ fw get mlx-community/Qwen3.6-27B-mxfp8
# manifest sha256 6b4315941c74… · 28.7 GB · 19 files
$ fw verify ./Qwen3.6-27B-mxfp8 mlx-community/Qwen3.6-27B-mxfp8
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-mxfp8.json --dir ./Qwen3.6-27B-mxfp8 $ python3 fw.py verify ./Qwen3.6-27B-mxfp8 ./mlx-community__Qwen3.6-27B-mxfp8.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen3.6-27B-mxfp8 --revision 5db9fd9c38ce083048ee12217eceed7482ca7ad4 --local-dir ./Qwen3.6-27B-mxfp8
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-mxfp8", revision="5db9fd9c38ce083048ee12217eceed7482ca7ad4") model = AutoModelForImageTextToText.from_pretrained("mlx-community/Qwen3.6-27B-mxfp8", revision="5db9fd9c38ce083048ee12217eceed7482ca7ad4", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen3.6-27B-mxfp8 --revision 5db9fd9c38ce083048ee12217eceed7482ca7ad4
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
bb207e0d1dab0d4db429c5b810255cdc96f77e3fff25081b1536efc90a919840
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-mxfp8Date: 2026-11-15Commit: 5db9fd9Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Qwen3.6-27B-mxfp8
Pinned commit
5db9fd9c38ce083048ee12217eceed7482ca7ad4
Manifest
Qwen3.6-27B-mxfp8.json · .minisig
Manifest sha256
6b4315941c74ab680e8786db91c14a02380e92d6eff94c5dde1c07893eed018e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:10 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-mxfp8.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-mxfp8.json.minisig $ minisign -Vm Qwen3.6-27B-mxfp8.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-mxfp8
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-mxfp8.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Qwen3.6-27B-mxfp8

Related models

All of alt.freeweights.qwen →
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