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alt.freeweights.mistral / Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit

Date: 2026-11-15Commit: 61d29b9Signed: 2DC28CC7B26A283B ✓

Image text to text model. Safetensors weights, 13.5 GB in all. Published by lmstudio-community under Apache-2.0.

mistral13.5GBMistral-Small-3.2-24B-Instruct-2506-MLX-4bitsafetensorspermissive
FactsParamsnot statedSize13.5 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
# manifest sha256 cbbea93810da… · 13.5 GB · 15 files
$ fw verify ./Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
From sourceHosted (signed)lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bitLast check: 2026-11-15 02:40 UTC
Run at homeGet help

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

Fine-tune of Mistral-Small-3.2-24B-Instruct-2506.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
13.5 GB
Weights
13.5 GB (safetensors)
Parameters
not stated
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
15, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Mistral-Small-3.2-24B-Instruct-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 02:40 UTCpassed

Model card

From the publisher at commit 61d29b9. Shown as plain text with links; images open at the publisher.

💫 Community Model> Mistral-Small-3.2-24B-Instruct-2506 by lmstudio-community#

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

Model creator: lmstudio-community

Original model: Mistral-Small-3.2-24B-Instruct-2506

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

4-bit quantized version of Mistral-Small-3.2-24B-Instruct-2506 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

15 files · 13.5 GBWeights 13.5 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 15 files with their sha256
FileSizesha256
.gitattributes1.62 KB1e11e8e6b9eb852a71eadd8fe191d4b9e329eb81308602dec19ab16da7e172b2
README.md2.65 KB73be5de92f4744c5b55c211d84b205b658d78a30d855632edc7a17996fb1dc54
config.json6.83 KBd5e108fe22782c3a1ecc704368ea76b412252fcca5371bb24ab9f0c352a00846
generation_config.json135 Bac52ac4e326beae33b9dd33f5fca0301fc563e34becfe98ee210ee2b853d93bb
model-00001-of-00003.safetensors5.32 GB271b2009bf595520d9a020378b6b29a53d00733e16968856c59cbebd626b57c5
model-00002-of-00003.safetensors5.31 GBd0d74815f82887ed10cf702ff61b91b17dc42628e2008878d504672d4d2b47dc
model-00003-of-00003.safetensors2.87 GB56d9e23e0ef7ba7b7be871e60083fe50770737b288cf11503c85329777c93f31
model.safetensors.index.json57.9 KB664a049408e8694e5867312145b74b1971ad5472061a1f176e0806dec9b3d21c
params.json768 B925d9c90e80dea268272b3af30cf6127b6ced8e165f8ba20ba09a2009adcddfb
preprocessor_config.json667 Bc4497eba07fc4cdecf1ddcd7ac3e31301579a98bb1daa359399b0b23e8c692e7
processor_config.json189 B4ceef0d0cbf062ffd522d85fcbf5248c2db8659c589afcc47b2f26810e7d9a58
special_tokens_map.json21.3 KB5bc5d1c106bf86895473568ef5211f3fde8415e6fdee039223d6db8ca52cbe01
tekken.json19.4 MB6e2501687ccd0e1f30f36319eaf2b46958b897811e246cd8eb5d385b9e3de7d1
tokenizer.json17.1 MBb76085f9923309d873994d444989f7eb6ec074b06f25b58f1e8d7b7741070949
tokenizer_config.json201 KB77ca912dabfe3588326a40aa4b745672b4f9938c8dbe8d543d94b7c6d2253f44
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
61d29b9c1c pinned now2026-11-15 02:40 UTC15 files · 13.5 GB

Use it

$ fw get lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
# manifest sha256 cbbea93810da… · 13.5 GB · 15 files
$ fw verify ./Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit lmstudio-community/Mistral-Small-3.2-24B-Instruct-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/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json --dir ./Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit $ python3 fw.py verify ./Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit ./lmstudio-community__Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit --revision 61d29b9c1c12db05b4d156ea4bd743e9f00be8e6 --local-dir ./Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit", revision="61d29b9c1c12db05b4d156ea4bd743e9f00be8e6") model = AutoModelForImageTextToText.from_pretrained("lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit", revision="61d29b9c1c12db05b4d156ea4bd743e9f00be8e6", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit --revision 61d29b9c1c12db05b4d156ea4bd743e9f00be8e6
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
73be5de92f4744c5b55c211d84b205b658d78a30d855632edc7a17996fb1dc54
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: Mistral-Small-3.2-24B-Instruct-2506-MLX-4bitDate: 2026-11-15Commit: 61d29b9Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit
Pinned commit
61d29b9c1c12db05b4d156ea4bd743e9f00be8e6
Manifest
Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json · .minisig
Manifest sha256
cbbea93810dadc6fe22ac2ba21dbaeda9e6e56e85162e4f77a4a85fd5025a09f
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:40 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json.minisig $ minisign -Vm Mistral-Small-3.2-24B-Instruct-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/Mistral-Small-3.2-24B-Instruct-2506 · this model is a finetune 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/Mistral-Small-3.2-24B-Instruct-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. Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit

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