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alt.freeweights.mistral / mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.mistralSubject:

mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit

Date: 2026-11-15Commit: 21ab91cSigned: 2DC28CC7B26A283B ✓

Image text to text model with 24B parameters. Safetensors weights, 18.0 GB in all. Published by mlx-community under Apache-2.0.

24B params18.0GBmistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bitsafetensorspermissive
FactsParams24BSize18.0 GBFormatssafetensorsTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
# manifest sha256 6284eceac64f… · 18.0 GB · 17 files
$ fw verify ./mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
From sourceHosted (signed)mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5BitLast 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 Devstral-Small-2-24B-Instruct-2512.

Works with

Run23Fine-tune29Convert15Evaluate13Scan13Apps62
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
18.0 GB
Weights
18.0 GB (safetensors)
Parameters
24B
Formats
safetensors
Task
image text to text
License
Apache-2.0 (permissive)
Files
17, each with a sha256
Publisher
mlx-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Devstral-Small-2-24B-Instruct-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 21ab91c. Shown as plain text with links; images open at the publisher.

mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit#

This model was converted to MLX format from mistralai/Devstral-Small-2-24B-Instruct-2512 at revision c599e8e56f3f9110e97f0dc0450ce248e3334d84.

It was generated from the current mlx-vlm source checkout on the JarvisLabs conversion instance.

Use with mlx-vlm#

pip install -U mlx-vlm
mlx_vlm.generate --model mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

Files

17 files · 18.0 GBWeights 18.0 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 17 files with their sha256
FileSizesha256
.gitattributes1.62 KB1e11e8e6b9eb852a71eadd8fe191d4b9e329eb81308602dec19ab16da7e172b2
CHAT_SYSTEM_PROMPT.txt2.37 KB35e9942fc2a95dca58e4ce6484515f16a798f718aad0ce0b2e83ba0887f53b29
README.md826 Ba2f9dcce7e2fd3b24710e9a0152cb71d6fb1714f666ade2cd48f669cbc49654a
VIBE_SYSTEM_PROMPT.txt1.81 KBc55c3592065d1786b75e82fc0fe05ac4c4940b473e77799c8abb75e439a15556
chat_template.jinja5.62 KB4045652eb06390165d37ca4bfb5c88c4b021b74c516a043557d70db9522659e0
config.json2.31 KB9c584ae211fa5ca4377a695e2e51eaf77a34e9069beb3710ad02bca72cafc631
generation_config.json175 Bc5ee59a086c5504838db2a66cafdf04d10aac11cb021dd4e92a15946645c2dda
model-00001-of-00004.safetensors5.31 GBb0370aa38b49bf575709f9db83e6cead05136c3690b5d80f2335c7a9b67d5935
model-00002-of-00004.safetensors5.35 GB7444eb8e03cede03060779c0ebe1b22291f508162ebf3341611ee1c88a5ba466
model-00003-of-00004.safetensors5.35 GB0103d05b166b4af9b61bf6bc8493dad9b571fe576b0bb7b3ae1e2809594095d6
model-00004-of-00004.safetensors1.95 GB3aaafa24fd98df25efb26e4ce38109a4466e0f68ba6250dbc8b95ac3599a376f
model.safetensors.index.json119 KBdc2963709efe8fb100419d588962f0510f818b4a41fc01bae01f4aeae1d08fd9
params.json1.19 KB1618da0d6f897e074ff7ec4b1047b5d2e8a1a4aa1fab41e26fc88f3b5b94d2aa
processor_config.json821 Bcb1dc0b2c1a2da025f50df0f1516bc7018aaae98916b19c0ced6f189a7dd700b
tekken.json16.8 MB600bb27946565481ecf51ba8aee252e49b9a68507866080ac9c30185bb312843
tokenizer.json17.1 MB99cf274236c60277fcfad861a5a1007518687ad06ba8938760f50b55ffa0b1ef
tokenizer_config.json21.2 KBd11b71c3d855b030fb174bc8bf20542ccaf8281c7897d8074942a717eb0f11e4
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
21ab91c0ac pinned now2026-11-15 05:10 UTC17 files · 18.0 GB

Use it

$ fw get mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
# manifest sha256 6284eceac64f… · 18.0 GB · 17 files
$ fw verify ./mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json --dir ./mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit $ python3 fw.py verify ./mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit ./mlx-community__mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit --revision 21ab91c0accabc067a1b494c1f0b8ddf8e04a3bb --local-dir ./mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForImageTextToText, AutoProcessor processor = AutoProcessor.from_pretrained("mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit", revision="21ab91c0accabc067a1b494c1f0b8ddf8e04a3bb") model = AutoModelForImageTextToText.from_pretrained("mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit", revision="21ab91c0accabc067a1b494c1f0b8ddf8e04a3bb", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit --revision 21ab91c0accabc067a1b494c1f0b8ddf8e04a3bb
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
a2f9dcce7e2fd3b24710e9a0152cb71d6fb1714f666ade2cd48f669cbc49654a
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: mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5BitDate: 2026-11-15Commit: 21ab91cSigned: 2DC28CC7B26A283B ✓
Upstream
mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
Pinned commit
21ab91c0accabc067a1b494c1f0b8ddf8e04a3bb
Manifest
mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json · .minisig
Manifest sha256
6284eceac64f929026b62d49befcea5752843dbb800f320ed7ec5bcc828fd029
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/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json.minisig $ minisign -Vm mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.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/Devstral-Small-2-24B-Instruct-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/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/mistralai_Devstral-Small-2-24B-Instruct-2512-MLX-5Bit

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