CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.mistral / Devstral-Small-2507-MLX-4bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Devstral-Small-2507-MLX-4bit

Date: 2026-11-15Commit: 714df0fSigned: 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 params13.3GBDevstral-Small-2507-MLX-4bitsafetensorspermissive
FactsParams23.6BSize13.3 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Devstral-Small-2507-MLX-4bit
# manifest sha256 9b1656c54615… · 13.3 GB · 12 files
$ fw verify ./Devstral-Small-2507-MLX-4bit lmstudio-community/Devstral-Small-2507-MLX-4bit
From sourceHosted (signed)lmstudio-community/Devstral-Small-2507-MLX-4bitLast check: 2026-11-15 04:47 UTC
Run at homeGet help

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

Quantized of Devstral-Small-2507.

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
12, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Devstral-Small-2507

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 04:47 UTCpassed

Model card

From the publisher at commit 714df0f. Shown as plain text with links; images open at the publisher.

💫 Community Model> Devstral-Small-2507 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: Devstral-Small-2507

MLX quantization: provided by LM Studio team using mlx_lm

LM Studio model page: mistralai/devstral-small-2507

Technical Details#

4-bit quantized version of Devstral-Small-2507 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

12 files · 13.3 GBWeights 13.3 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.68 KB3df5e90a92de85b63310503e4ad7c77c1c7c66fe6d8a3721f7b00585911aa5b6
chat_template.jinja5.70 KBdbbbd9479677462b107cf457bf2f00381d51138a5dcdf3eedf1b37b7cd61f5e6
config.json40.6 KBb42c682530340fd5a000031177ea60ae74a3f1ea2d889ee9ec571368b5f95829
generation_config.json133 B945f5c9a6d9102f266b7df76ac835810f3b7a51928e55e5d809dea5ed432a7df
model-00001-of-00003.safetensors5.29 GB4d7e0e9904c600b1b6f3856ebdcf734b244b8294f7ec788b477035b3e818f3ea
model-00002-of-00003.safetensors5.31 GBd5b1e7fcbffcf798254b190ffb8906f1ef3805ae1e609400d822fbda4a5fed78
model-00003-of-00003.safetensors2.66 GBedca830202036c7f9281e1a5465167ac66c8978cdc465c262783a03cf6dae2be
model.safetensors.index.json79.4 KBcad69a67125bb3f092c22783b78da9d3ab9b8b89896bdff5bbdeeb3362f71189
special_tokens_map.json21.4 KBeea95589f0339b15d91e77ae59d303331d81b46b9006a32f857a078312146ac0
tokenizer.json17.1 MB23ad081f384b2bdb3c97f6e5461dfce52c1174c7328854a55006988f0fef9da7
tokenizer_config.json206 KB5b09a6e1f03c4d8fc12399e9389b0f723131ab15310eacb26c998c98cc2b9565
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
714df0f1e7 pinned now2026-11-15 04:47 UTC12 files · 13.3 GB

Use it

$ fw get lmstudio-community/Devstral-Small-2507-MLX-4bit
# manifest sha256 9b1656c54615… · 13.3 GB · 12 files
$ fw verify ./Devstral-Small-2507-MLX-4bit lmstudio-community/Devstral-Small-2507-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/Devstral-Small-2507-MLX-4bit.json --dir ./Devstral-Small-2507-MLX-4bit $ python3 fw.py verify ./Devstral-Small-2507-MLX-4bit ./lmstudio-community__Devstral-Small-2507-MLX-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Devstral-Small-2507-MLX-4bit --revision 714df0f1e7b9d45e027e3ec2ed48cec905972134 --local-dir ./Devstral-Small-2507-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/Devstral-Small-2507-MLX-4bit", revision="714df0f1e7b9d45e027e3ec2ed48cec905972134") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Devstral-Small-2507-MLX-4bit", revision="714df0f1e7b9d45e027e3ec2ed48cec905972134", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Devstral-Small-2507-MLX-4bit --revision 714df0f1e7b9d45e027e3ec2ed48cec905972134
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
3df5e90a92de85b63310503e4ad7c77c1c7c66fe6d8a3721f7b00585911aa5b6
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: Devstral-Small-2507-MLX-4bitDate: 2026-11-15Commit: 714df0fSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Devstral-Small-2507-MLX-4bit
Pinned commit
714df0f1e7b9d45e027e3ec2ed48cec905972134
Manifest
Devstral-Small-2507-MLX-4bit.json · .minisig
Manifest sha256
9b1656c546150d0562956cce0820b7a73f767b179d57f53be8e962c88bfa280c
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:47 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Devstral-Small-2507-MLX-4bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Devstral-Small-2507-MLX-4bit.json.minisig $ minisign -Vm Devstral-Small-2507-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/Devstral-Small-2507 · 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/Devstral-Small-2507-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. Devstral-Small-2507-MLX-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Devstral-Small-2507-MLX-4bit

Related models

All of alt.freeweights.mistral →
From: bartowski <huggingface.co/bartowski>Subject: alamios_Mistral-Small-3.1-DRAFT-0.5B-GGUF
From: microsoft <huggingface.co/microsoft>Subject: chatbench-mistral-7b
From: NousResearch <huggingface.co/NousResearch>Subject: DeepHermes-3-Mistral-24B-Preview
From: mistralai <huggingface.co/mistralai>Subject: Devstral-Small-2-24B-Instruct-2512
From: mlx-community <huggingface.co/mlx-community>Subject: Devstral-Small-2-24B-Instruct-2512-4bit
From: mlx-community <huggingface.co/mlx-community>Subject: Devstral-Small-2-24B-Instruct-2512-6bit