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alt.freeweights.mistral / Ministral-3-3B-Reasoning-2512-4bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.mistralSubject:

Ministral-3-3B-Reasoning-2512-4bit

Date: 2026-11-15Commit: 2cd2087Signed: 2DC28CC7B26A283B ✓

Model with 3.8B parameters. Safetensors weights, 2.78 GB in all. Published by mlx-community under Apache-2.0.

3.8B params2.78GBMinistral-3-3B-Reasoning-2512-4bitsafetensorspermissive
FactsParams3.8BSize2.78 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Ministral-3-3B-Reasoning-2512-4bit
# manifest sha256 d170648e46f3… · 2.78 GB · 13 files
$ fw verify ./Ministral-3-3B-Reasoning-2512-4bit mlx-community/Ministral-3-3B-Reasoning-2512-4bit
From sourceHosted (signed)mlx-community/Ministral-3-3B-Reasoning-2512-4bitLast check: 2026-11-15 05:10 UTC
Run at homeGet help

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

Quantized of Ministral-3-3B-Base-2512.

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
2.78 GB
Weights
2.75 GB (safetensors)
Parameters
3.8B
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
13, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Ministral-3-3B-Base-2512

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 05:10 UTCpassed

Model card

From the publisher at commit 2cd2087. Shown as plain text with links; images open at the publisher.

mlx-community/Ministral-3-3B-Reasoning-2512-4bit#

This model was converted to MLX format from mistralai/Ministral-3-3B-Reasoning-2512 using mlx-vlm version 0.3.9. Refer to the original model card for more details on the model.

Use with mlx#

pip install -U mlx-vlm
python -m mlx_vlm.generate --model mlx-community/Ministral-3-3B-Reasoning-2512-4bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

13 files · 2.78 GBWeights 2.75 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.62 KB1e11e8e6b9eb852a71eadd8fe191d4b9e329eb81308602dec19ab16da7e172b2
README.md918 B73b4f2cf66d115019f890dff73beb0999c120bdf4ebe516b47ab7427dba02842
chat_template.jinja6.21 KB39f03c383413f531fd302c06c7e982ad98c83f0657a8339ae25478ccb81fdcda
config.json2.02 KB8631962f37c0e73e9906f43cabe0f937c3261a6503769c749a8baa4f4ccfa539
generation_config.json131 Be0923390059f84a9180b00e5501778acc45ea9856cd7f2fd68208b360927c677
model.safetensors2.75 GBcec815b6db8d87d2a059d0ba91309adb58e8bfba7bfdcb814e5fb13a728a5b8a
model.safetensors.index.json45.6 KB7829dcf0040e34f1172b401563fcbb27cc3c5a0244ef01e6af18b7a64d63a81e
params.json1.10 KBd15587c57574d2a92c66ff2552c6db5173d4c440ad47f7454dc51bad0ecaeb59
processor_config.json976 Bece2373c2ae391bce18785a1810543bc6173a1f28b6767cffab2c35dbea5f002
special_tokens_map.json147 KB486a0ad6c426d698f63d5332a78923f0529789f6f0a32fbc86433cd7dcc14693
tekken.json16.8 MBe29d19ea32eb7e26e6c0572d57cb7f9eca0f4420e0e0fe6ae1cf3be94da1c0d6
tokenizer.json17.1 MB577575622324b2e099e2648be26bdeb5e5815ffe66d7004e9e3ddbf421db6bf1
tokenizer_config.json42.2 KB6bf23af5b7797936ca67a9bf1d8bf06e9424b74e86ddfc9ace8e3e43bc531adf
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
2cd2087aad pinned now2026-11-15 05:10 UTC13 files · 2.78 GB

Use it

$ fw get mlx-community/Ministral-3-3B-Reasoning-2512-4bit
# manifest sha256 d170648e46f3… · 2.78 GB · 13 files
$ fw verify ./Ministral-3-3B-Reasoning-2512-4bit mlx-community/Ministral-3-3B-Reasoning-2512-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Ministral-3-3B-Reasoning-2512-4bit.json --dir ./Ministral-3-3B-Reasoning-2512-4bit $ python3 fw.py verify ./Ministral-3-3B-Reasoning-2512-4bit ./mlx-community__Ministral-3-3B-Reasoning-2512-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Ministral-3-3B-Reasoning-2512-4bit --revision 2cd2087aad40c28747f8ede17851de6035f12b16 --local-dir ./Ministral-3-3B-Reasoning-2512-4bit
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
73b4f2cf66d115019f890dff73beb0999c120bdf4ebe516b47ab7427dba02842
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.mistralSubject: Ministral-3-3B-Reasoning-2512-4bitDate: 2026-11-15Commit: 2cd2087Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Ministral-3-3B-Reasoning-2512-4bit
Pinned commit
2cd2087aad40c28747f8ede17851de6035f12b16
Manifest
Ministral-3-3B-Reasoning-2512-4bit.json · .minisig
Manifest sha256
d170648e46f36ce57f5f5d1c590a96763fd3c8c6e998af46d0dac44a339d4d77
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:10 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Ministral-3-3B-Reasoning-2512-4bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Ministral-3-3B-Reasoning-2512-4bit.json.minisig $ minisign -Vm Ministral-3-3B-Reasoning-2512-4bit.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/Ministral-3-3B-Base-2512 · 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/Ministral-3-3B-Reasoning-2512-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Ministral-3-3B-Reasoning-2512-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Ministral-3-3B-Reasoning-2512-4bit

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