CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.qwen / Qwen3-Coder-Next-6bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-Coder-Next-6bit

Date: 2026-11-15Commit: 9d12cc3Signed: 2DC28CC7B26A283B ✓

Text generation model with 79.7B parameters. Safetensors weights, 64.8 GB in all. Published by mlx-community under Apache-2.0.

79.7B params64.8GBQwen3-Coder-Next-6bitsafetensorspermissive
FactsParams79.7BSize64.8 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Qwen3-Coder-Next-6bit
# manifest sha256 82325ab60c99… · 64.8 GB · 23 files
$ fw verify ./Qwen3-Coder-Next-6bit mlx-community/Qwen3-Coder-Next-6bit
From sourceHosted (signed)mlx-community/Qwen3-Coder-Next-6bitLast check: 2026-11-15 05:01 UTC
Run at homeGet help

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

Quantized of Qwen3-Coder-Next.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
64.8 GB
Weights
64.7 GB (safetensors)
Parameters
79.7B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
23, 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-Coder-Next

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 05:01 UTCpassed

Model card

From the publisher at commit 9d12cc3. Shown as plain text with links; images open at the publisher.

mlx-community/Qwen3-Coder-Next-6bit#

This model mlx-community/Qwen3-Coder-Next-6bit was converted to MLX format from Qwen/Qwen3-Coder-Next using mlx-lm version 0.30.5.

Use with mlx#

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Qwen3-Coder-Next-6bit")

prompt = "hello"

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

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

Files

23 files · 64.8 GBWeights 64.7 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 23 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md941 B956c6cd4bcecf288bdf9226845b22ff66d5805ee6d3a7bc4df54bf7845f71ed0
chat_template.jinja6.07 KBc79a833039a43602150cce0902403d6e376c50930c1b2a139b2964e1f0c322a0
config.json22.2 KBad6f5598ad9e24c1839eb7c9c648b4c21a37cf9a17c5337167b43923182cbf99
generation_config.json214 B37a3c1ef63516ca489c575f0db1c0405ddc0c3dbaca9ed987344c966c37aeef5
model-00001-of-00013.safetensors5.17 GB2ddfb72d147428e037b139bac0f5737c89dfa5d7dc09b047d6d855124500fbf8
model-00002-of-00013.safetensors5.35 GBeb4a9f1baeef3119e485b99d7cd0922ccaec2ab564dddbe7703a39271904ad7e
model-00003-of-00013.safetensors5.35 GB7e3eaa0ebe0ffa651aff177ef35230aec65a9d9dae4e35ec5a29b273519e80d8
model-00004-of-00013.safetensors5.35 GB4e81fe50de9c4bc37874095a62ba0457b0712279e34779cc40beefbbfe6a9511
model-00005-of-00013.safetensors5.35 GBb146e1b1c1636c61137f808351f57150e8eafe3296f8764ed6d9ab01ce460382
model-00006-of-00013.safetensors5.35 GBfd915ae4d930b160d907eb8b534d223e8509eec7b4deee91bdb7997db1edea0d
model-00007-of-00013.safetensors5.35 GBcd0c2f4b144989e77e7d492177d9c46994008cadb8194b0dafdb614ff2d71f94
model-00008-of-00013.safetensors5.35 GB2bef4118958f0007af3960e797663eda4af24f01413722c690480c82d6474a19
model-00009-of-00013.safetensors5.35 GBebab3d5c99c8da55a5d699157a5d9988930ef26a3859c0a0dab9769112c54a26
model-00010-of-00013.safetensors5.35 GB46ed942c4716d210b854ebb1410c65f87f647c08164309859d734165a8d91cc1
model-00011-of-00013.safetensors5.35 GBeea2bdba86663693f91999a8f348d40a64a9f7ddccbc11d9adc558a5faaa33ba
model-00012-of-00013.safetensors5.35 GBce4b8292e5cf57886f51cd1ba1d24ff09f7d250e80ca15d564e5939cb2cd6b27
model-00013-of-00013.safetensors692 MB828f0666d924ac62ca441ba8c98ebd4c7a801d73dc207289ac6f78c4fbefff49
model.safetensors.index.json173 KBbcd529cc5a7d41ce7ea888be2b487e311aacda2291674995b29e4281dd5354cf
qwen3_coder_detector_sgl.py19.9 KBe5a6112dd41df1580ede5f52e928e58cb74985dfa5628fd94073fd6a0f20fb8d
qwen3coder_tool_parser_vllm.py31.7 KBe6ad932aaa29a4004d592ca655c3d1ad849525a498ba60a716909ec9c1fda297
tokenizer.json11.4 MBbe75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
tokenizer_config.json702 B02222317d2b3586fe0676aaf7455a90fbe4b1e4f256b9f41fba3374357303ae2
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
9d12cc36cc pinned now2026-11-15 05:01 UTC23 files · 64.8 GB

Use it

$ fw get mlx-community/Qwen3-Coder-Next-6bit
# manifest sha256 82325ab60c99… · 64.8 GB · 23 files
$ fw verify ./Qwen3-Coder-Next-6bit mlx-community/Qwen3-Coder-Next-6bit
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-Coder-Next-6bit.json --dir ./Qwen3-Coder-Next-6bit $ python3 fw.py verify ./Qwen3-Coder-Next-6bit ./mlx-community__Qwen3-Coder-Next-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen3-Coder-Next-6bit --revision 9d12cc36cc6c386ffd04f7c8f0de6ccb29c5927e --local-dir ./Qwen3-Coder-Next-6bit
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-Coder-Next-6bit", revision="9d12cc36cc6c386ffd04f7c8f0de6ccb29c5927e") model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen3-Coder-Next-6bit", revision="9d12cc36cc6c386ffd04f7c8f0de6ccb29c5927e", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen3-Coder-Next-6bit --revision 9d12cc36cc6c386ffd04f7c8f0de6ccb29c5927e
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
956c6cd4bcecf288bdf9226845b22ff66d5805ee6d3a7bc4df54bf7845f71ed0
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-Coder-Next-6bitDate: 2026-11-15Commit: 9d12cc3Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Qwen3-Coder-Next-6bit
Pinned commit
9d12cc36cc6c386ffd04f7c8f0de6ccb29c5927e
Manifest
Qwen3-Coder-Next-6bit.json · .minisig
Manifest sha256
82325ab60c9934ec6a08e7538c97468a62976fb401f7556fc23241974ea74fb6
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:01 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-Coder-Next-6bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-Coder-Next-6bit.json.minisig $ minisign -Vm Qwen3-Coder-Next-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-Coder-Next · 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-Coder-Next-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-Coder-Next-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Qwen3-Coder-Next-6bit

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