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alt.freeweights.mistral / Magistral-Small-2506-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Magistral-Small-2506-MLX-4bit

Date: 2026-11-15Commit: a687c32Signed: 2DC28CC7B26A283B ✓

Text generation model with 23.6B parameters. Safetensors weights, 13.3 GB in all. Published by lmstudio-community under Apache-2.0.

23.6B params13.3GBMagistral-Small-2506-MLX-4bitsafetensorspermissive
FactsParams23.6BSize13.3 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Magistral-Small-2506-MLX-4bit
# manifest sha256 42dc9a35f0b2… · 13.3 GB · 10 files
$ fw verify ./Magistral-Small-2506-MLX-4bit lmstudio-community/Magistral-Small-2506-MLX-4bit
From sourceHosted (signed)lmstudio-community/Magistral-Small-2506-MLX-4bitLast check: 2026-11-15 04:53 UTC
Run at homeGet help

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

Quantized of Magistral-Small-2506.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
13.3 GB
Weights
13.3 GB (safetensors)
Parameters
23.6B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
10, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Magistral-Small-2506

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 04:53 UTCpassed

Model card

From the publisher at commit a687c32. Shown as plain text with links; images open at the publisher.

💫 Community Model> magistral-small by mistral-ai#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: mistral-ai

Original model: magistral-small

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

4-bit quantized version of magistral-small 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

10 files · 13.3 GBWeights 13.3 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 10 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.23 KBf9a288145aca3aeec288eb836b6c81b49bc283afde660cd4794c579e1abaf189
config.json821 B2a265ae05a51baf0aff0f1de008a2cfafd989ae569db47603df25449a5159667
model-00001-of-00003.safetensors5.29 GB1af231a93dbec951f0b4977c551a21e14c102bc9c2d82607d72765896a4f6288
model-00002-of-00003.safetensors5.31 GB2cc25981f68dbde567ead2d7d8ed2d8d2998e2b65d58cd7c55678a5e8fb6afa4
model-00003-of-00003.safetensors2.66 GB03c2f3a37668f2e058066240ec3dacafad47c8fe4b286efb44d0ee6b78f6acc0
model.safetensors.index.json79.3 KB42180bd2e96e647bf8528c861f5c25adfbf8dfa87e12fe6e7662df4beeafe5f0
special_tokens_map.json21.3 KB5bc5d1c106bf86895473568ef5211f3fde8415e6fdee039223d6db8ca52cbe01
tokenizer.json17.1 MBb76085f9923309d873994d444989f7eb6ec074b06f25b58f1e8d7b7741070949
tokenizer_config.json201 KB04e3269106e221546f5199fc81c97ff816c252986cc039d3e441d121fd0d3be6
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a687c32833 pinned now2026-11-15 04:53 UTC10 files · 13.3 GB

Use it

$ fw get lmstudio-community/Magistral-Small-2506-MLX-4bit
# manifest sha256 42dc9a35f0b2… · 13.3 GB · 10 files
$ fw verify ./Magistral-Small-2506-MLX-4bit lmstudio-community/Magistral-Small-2506-MLX-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2506-MLX-4bit.json --dir ./Magistral-Small-2506-MLX-4bit $ python3 fw.py verify ./Magistral-Small-2506-MLX-4bit ./lmstudio-community__Magistral-Small-2506-MLX-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Magistral-Small-2506-MLX-4bit --revision a687c32833447c00e782d3dab037ef7c00bad86a --local-dir ./Magistral-Small-2506-MLX-4bit
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/Magistral-Small-2506-MLX-4bit", revision="a687c32833447c00e782d3dab037ef7c00bad86a") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Magistral-Small-2506-MLX-4bit", revision="a687c32833447c00e782d3dab037ef7c00bad86a", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Magistral-Small-2506-MLX-4bit --revision a687c32833447c00e782d3dab037ef7c00bad86a
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
f9a288145aca3aeec288eb836b6c81b49bc283afde660cd4794c579e1abaf189
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.mistralSubject: Magistral-Small-2506-MLX-4bitDate: 2026-11-15Commit: a687c32Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Magistral-Small-2506-MLX-4bit
Pinned commit
a687c32833447c00e782d3dab037ef7c00bad86a
Manifest
Magistral-Small-2506-MLX-4bit.json · .minisig
Manifest sha256
42dc9a35f0b2e3f43ea52c2f13308431666f6e4753e6c1043e14b90e37dcc484
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:53 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2506-MLX-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2506-MLX-4bit.json.minisig $ minisign -Vm Magistral-Small-2506-MLX-4bit.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

mistralai/Magistral-Small-2506 · 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/Magistral-Small-2506-MLX-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Magistral-Small-2506-MLX-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Magistral-Small-2506-MLX-4bit

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