alt.freeweights.qwen / Qwen3-4B-Thinking-2507-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-4B-Thinking-2507-MLX-6bit

Date: 2026-11-15Commit: c435ce9Signed: 2DC28CC7B26A283B ✓

Text generation model with 4B parameters. Safetensors weights, 3.28 GB in all. Published by lmstudio-community under Apache-2.0.

4B params3.28GBQwen3-4B-Thinking-2507-MLX-6bitsafetensorspermissive
FactsParams4BSize3.28 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit
# manifest sha256 5e652cd12085… · 3.28 GB · 13 files
$ fw verify ./Qwen3-4B-Thinking-2507-MLX-6bit lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit
From sourceHosted (signed)lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bitLast check: 2026-11-15 04:40 UTC

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

Quantized of Qwen3-4B-Thinking-2507.

Works with

Overview

Size
3.28 GB
Weights
3.27 GB (safetensors)
Parameters
4B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
13, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-4B-Thinking-2507

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 04:40 UTCpassed

Model card

From the publisher at commit c435ce9. Shown as plain text with links; images open at the publisher.

💫 Community Model> Qwen3-4B-Thinking-2507 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: Qwen3-4B-Thinking-2507

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

6-bit quantized version of Qwen3-4B-Thinking-2507 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

13 files · 3.28 GBWeights 3.27 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.32 KB6a5d5d799a61822020c6dd9e8fe34b7fc080556b905c47a3f6f2acd1321948b1
added_tokens.json707 Bc0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680
chat_template.jinja4.05 KB3802169b2a02b81e6adb7ab4f64f91ff02db753c8c3a64a01c35192d3a61d8d7
config.json938 Bee4ca06c29873543fe681eeebd7e10f3524e6bfc3443e5db75ec20c5f495e4bf
generation_config.json239 B2325da0f15bb848e018c5ae071b7943332e9f871d6b60e2ed22ca97d4cb993d2
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model.safetensors3.27 GB84ba40dc1a9851119c662b866128926f707ecdfade8ebe690f25d08bfa6a5281
model.safetensors.index.json64.0 KBdbb3b19705b61845c0006546444a6b0a85b054ac1c0e82a5f6cdb7507e7e6f9c
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json11.4 MBaeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
tokenizer_config.json9.64 KBaeb18df49e6e1d14867108ae0e8d9c86d821de53840a6e3e8f0722559eda1c4c
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
c435ce92f1 pinned now2026-11-15 04:40 UTC13 files · 3.28 GB

Use it

$ fw get lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit
# manifest sha256 5e652cd12085… · 3.28 GB · 13 files
$ fw verify ./Qwen3-4B-Thinking-2507-MLX-6bit lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit.json --dir ./Qwen3-4B-Thinking-2507-MLX-6bit $ python3 fw.py verify ./Qwen3-4B-Thinking-2507-MLX-6bit ./lmstudio-community__Qwen3-4B-Thinking-2507-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit --revision c435ce92f1b32642941d9d10d600e618693e85b7 --local-dir ./Qwen3-4B-Thinking-2507-MLX-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("lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit", revision="c435ce92f1b32642941d9d10d600e618693e85b7") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit", revision="c435ce92f1b32642941d9d10d600e618693e85b7", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit --revision c435ce92f1b32642941d9d10d600e618693e85b7

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
6a5d5d799a61822020c6dd9e8fe34b7fc080556b905c47a3f6f2acd1321948b1
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: Qwen3-4B-Thinking-2507-MLX-6bitDate: 2026-11-15Commit: c435ce9Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit
Pinned commit
c435ce92f1b32642941d9d10d600e618693e85b7
Manifest
Qwen3-4B-Thinking-2507-MLX-6bit.json · .minisig
Manifest sha256
5e652cd1208508cb51fffa513ba0f409ecc1c04c5c62821cd0397fdd87d67217
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:40 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit.json.minisig $ minisign -Vm Qwen3-4B-Thinking-2507-MLX-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/Qwen3-4B-Thinking-2507 · 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/Qwen3-4B-Thinking-2507-MLX-6bit
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3-4B-Thinking-2507-MLX-6bit.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