alt.freeweights.qwen / Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

From:

mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

Date: 2026-11-15Commit: 7ecaeaeSigned: 2DC28CC7B26A283B ✓

Text generation model with 26.9B parameters. Safetensors weights, 8.43 GB in all. Published by mlx-community under Apache-2.0.

26.9B params

8.43GBQwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bitsafetensorspermissive

FactsParams26.9BSize8.43 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit
# manifest sha256 9e7a01dfa299… · 8.43 GB · 10 files
$ fw verify ./Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

From sourceHosted (signed)mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2BitLast check: 2026-11-15 05:10 UTC

Run at home Get help

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

Quantized of Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16.

Works with

Run24 Fine-tune29 Convert15 Evaluate13 Scan13 Apps58

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

vLLM exo Text Generation WebUI

SGLang MLC LLM KTransformers LMCache Xinference LMDeploy mistral.rs Mooncake FlashInfer

Show all 24

AIBrix fastllm ExLlamaV3

Transformers LocalAI tinygrad gpu-unlock Triton Inference Server BentoML CTranslate2 ExLlamaV2 LitServe

Convert with

mergekit TensorRT Model Optimizer

LLM Compressor Neural Compressor AutoRound AQLM GPTQModel ONNX Core ML Tools ExecuTorch

Show all 15

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Show all 13

picklescan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 8.43 GB
Weights: 8.41 GB (safetensors)
Parameters: 26.9B
Formats: safetensors
Task: text generation
License: Apache-2.0 (permissive)
Files: 10, each with a sha256
Publisher: mlx-community
Added: 2026-11-15
Section: alt.freeweights.qwen

Lineage

Original release from the publisher.

Base model: AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16

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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 05:10 UTC	passed

Model card

From the publisher at commit 7ecaeae. Shown as plain text with links; images open at the publisher.

usermma/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit#

The Model mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit was converted to MLX format from AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16 using mlx-lm version 0.31.2.

Use with mlx#

pip install mlx-lm

from mlx_lm import load, generate

model, tokenizer = load("usermma/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit")

prompt="hello"

if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, tokenize=False, add_generation_prompt=True
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

Files

10 files · 8.43 GBWeights 8.41 GB (safetensors). Sizes and sha256 from the signed manifest.

Hide all 10 files with their sha256

File	Size	sha256
.gitattributes	1.57 KB	34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md	1.36 KB	f3041104e0b448a384a42d291f8342676f49bfd127841ca9896a3f1d541bff6b
chat_template.jinja	7.76 KB	e84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
config.json	4.11 KB	1de98c19a8f7840ee2968b9a9ccea4ac22e3ee86f2f9258ab78b633bdfd3289c
generation_config.json	213 B	9f693df28dda1c6f4204e87a4cae0e8927eb6dd4d45610da91197d0606519deb
model-00001-of-00002.safetensors	5.37 GB	58c7325a5bf0aaacc240d557929d06877fb73f4f87ad2f2d9fc5b70b0dd9662a
model-00002-of-00002.safetensors	3.04 GB	2917074f36031cde260fcd4e337bd5e63f496701d3d635e50b1cec846a950848
model.safetensors.index.json	190 KB	27c78b251737d7677dcc627950e667c569289487caebf39428d0d3e4b75c5c4d
tokenizer.json	20.0 MB	87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
tokenizer_config.json	1.27 KB	5329d02a1dac4ac77f2d182ede6d6aedd16b8b341cb3b2e10fe7038859141921

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
7ecaeae1bf pinned now	2026-11-15 05:10 UTC	10 files · 8.43 GB

Use it

$ fw get mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit
# manifest sha256 9e7a01dfa299… · 8.43 GB · 10 files
$ fw verify ./Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

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-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json --dir ./Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit
$ python3 fw.py verify ./Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit ./mlx-community__Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit --revision 7ecaeae1bf42bd475cafde7df0849697b64d1281 --local-dir ./Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

transformersLoad the weights in Python.

import os
os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com"
from transformers import AutoModelForCausalLM, AutoTokenizer
tok = AutoTokenizer.from_pretrained("mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit", revision="7ecaeae1bf42bd475cafde7df0849697b64d1281")
model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit", revision="7ecaeae1bf42bd475cafde7df0849697b64d1281", device_map="auto")

vLLMServe an OpenAI-compatible API.

$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit --revision 7ecaeae1bf42bd475cafde7df0849697b64d1281

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: f3041104e0b448a384a42d291f8342676f49bfd127841ca9896a3f1d541bff6b
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-AEON-Ultimate-Uncensored-BF16-mlx-2BitDate: 2026-11-15Commit: 7ecaeaeSigned: 2DC28CC7B26A283B ✓

Upstream: mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit
Pinned commit: 7ecaeae1bf42bd475cafde7df0849697b64d1281
Manifest: Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json · .minisig
Manifest sha256: 9e7a01dfa299fc7235a5137c1688529460407f35b445c84a015a460aa3c6f10e
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-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json.minisig
$ minisign -Vm Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.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

AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16 · 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-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

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-AEON-Ultimate-Uncensored-BF16-mlx-2Bit.json. Provenance. Takedown history: none.

Source

huggingface.co/mlx-community/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

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Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit

Works with

Runs with

Fine-tune with

Convert with

Evaluate with

Scan with

Works with

Overview

Model card

usermma/Qwen3.6-27B-AEON-Ultimate-Uncensored-BF16-mlx-2Bit#

Use with mlx#

Files

Use it

License

Provenance

How to verify

Model tree

Related models