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alt.freeweights.mistral / Magistral-Small-2509-MLX-8bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Magistral-Small-2509-MLX-8bit

Date: 2026-11-15Commit: 9d738d5Signed: 2DC28CC7B26A283B ✓

Model. Safetensors weights, 25.9 GB in all. Published by lmstudio-community under Apache-2.0.

mistral25.9GBMagistral-Small-2509-MLX-8bitsafetensorspermissive
FactsParamsnot statedSize25.9 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Magistral-Small-2509-MLX-8bit
# manifest sha256 5425c3847fab… · 25.9 GB · 18 files
$ fw verify ./Magistral-Small-2509-MLX-8bit lmstudio-community/Magistral-Small-2509-MLX-8bit
From sourceHosted (signed)lmstudio-community/Magistral-Small-2509-MLX-8bitLast check: 2026-11-15 04:45 UTC
Run at homeGet help

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

Quantized of Magistral-Small-2509.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

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

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
25.9 GB
Weights
25.9 GB (safetensors)
Parameters
not stated
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
18, 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-2509

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 04:45 UTCpassed

Model card

From the publisher at commit 9d738d5. Shown as plain text with links; images open at the publisher.

💫 Community Model> Magistral-Small-2509 by mistralai#

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

Model creator: mistralai

Original model: Magistral-Small-2509

MLX quantization: provided by LM Studio team using mlx_vlm

Technical Details#

8-bit quantized version of Magistral-Small-2509 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

18 files · 25.9 GBWeights 25.9 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 18 files with their sha256
FileSizesha256
.gitattributes1.62 KB07b3b4b04ce1da1f27be4f1ff90006c9b8ace80cc0eb81bdd182a11257f4498c
README.md2.55 KB82c60adc71d0a25dde975330fa19a265bcc14c3caf7f3adca9c95487ec5b0858
chat_template.jinja3.66 KBcba2b9d5d1661c3fcac5e9063f9b7681a333a20eaa213dc64ccbf74b0e2bf5bd
config.json6.84 KBf269343815e063eef8086da119f48dca13c3698c2f17a2ebccae9d69f316fa7c
generation_config.json221 B5969a7e1a879e1faf398b5ef7c159bb37bdfe564966a82b7c039b8f1a144aa09
model-00001-of-00005.safetensors5.30 GB397025ffc17c8e55bc5068461ac1f117aa6b736b78d33217efb4550d73be0ba3
model-00002-of-00005.safetensors5.31 GB457e054502833754cda7f12684e0ae7af0af8b7f43c08f95d95ec97b382aeb89
model-00003-of-00005.safetensors5.31 GB58800ef240bdfdc8ae8a8ef330e86cf2b686887f52072a392998c17183c626ea
model-00004-of-00005.safetensors5.31 GBf8210110dccf60253f1165839d0192888f40ba359c2c37f715c16e0c8c30ce83
model-00005-of-00005.safetensors4.65 GB4a640b41a9ea1707e6b6927b9189ed691cbd0d0d5de46943214b6a74825e2eaa
model.safetensors.index.json57.9 KBddee03ee0188767bbd5b39bc64744b3441f1a8f8c503727980fe92e590917a51
params.json718 B8deffe1c5d60e505873d9b7bdadde11cd7f91e5d2f771d8c65ae0047ef2a4ab7
preprocessor_config.json667 Bc4497eba07fc4cdecf1ddcd7ac3e31301579a98bb1daa359399b0b23e8c692e7
processor_config.json189 B8241a70ccd99c2a17588767f44c894867528b600fd268ab4c32deaff273fb8d7
special_tokens_map.json21.4 KB1864ac9a603857f894d6cb47ac270f50685b05359128b8b9e59edf5ad56cdb49
tekken.json19.4 MB05e051a32ae9d6333459da0083d36507116334fc85378321cfb32dfff7187531
tokenizer.json17.1 MB158915c7c928301e0d32f1da363e45c294d907bd4c64a8e855f0bd1a47b9e870
tokenizer_config.json202 KBb03baafc18275b5d0564fd473431d9f670e0a5da69d3f541773c0459f391a52c
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
9d738d559c pinned now2026-11-15 04:45 UTC18 files · 25.9 GB

Use it

$ fw get lmstudio-community/Magistral-Small-2509-MLX-8bit
# manifest sha256 5425c3847fab… · 25.9 GB · 18 files
$ fw verify ./Magistral-Small-2509-MLX-8bit lmstudio-community/Magistral-Small-2509-MLX-8bit
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-2509-MLX-8bit.json --dir ./Magistral-Small-2509-MLX-8bit $ python3 fw.py verify ./Magistral-Small-2509-MLX-8bit ./lmstudio-community__Magistral-Small-2509-MLX-8bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Magistral-Small-2509-MLX-8bit --revision 9d738d559c8989e82afccb6d515ba00bb506376d --local-dir ./Magistral-Small-2509-MLX-8bit
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
82c60adc71d0a25dde975330fa19a265bcc14c3caf7f3adca9c95487ec5b0858
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-2509-MLX-8bitDate: 2026-11-15Commit: 9d738d5Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Magistral-Small-2509-MLX-8bit
Pinned commit
9d738d559c8989e82afccb6d515ba00bb506376d
Manifest
Magistral-Small-2509-MLX-8bit.json · .minisig
Manifest sha256
5425c3847fab4669c79814989ae5221704539d492d7dc1a9ea3f220925c7d2cf
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:45 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2509-MLX-8bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2509-MLX-8bit.json.minisig $ minisign -Vm Magistral-Small-2509-MLX-8bit.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-2509 · 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-2509-MLX-8bit
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-2509-MLX-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Magistral-Small-2509-MLX-8bit

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