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alt.freeweights.mistral / Devstral-Small-2507-MLX-bf16
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Devstral-Small-2507-MLX-bf16

Date: 2026-11-15Commit: 7add794Signed: 2DC28CC7B26A283B ✓

Text generation model with 23.6B parameters. Safetensors weights, 47.2 GB in all. Published by lmstudio-community under Apache-2.0.

23.6B params47.2GBDevstral-Small-2507-MLX-bf16safetensorspermissive
FactsParams23.6BSize47.2 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Devstral-Small-2507-MLX-bf16
# manifest sha256 ad832eef855f… · 47.2 GB · 19 files
$ fw verify ./Devstral-Small-2507-MLX-bf16 lmstudio-community/Devstral-Small-2507-MLX-bf16
From sourceHosted (signed)lmstudio-community/Devstral-Small-2507-MLX-bf16Last check: 2026-11-15 02:44 UTC
Run at homeGet help

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

Fine-tune of Devstral-Small-2507.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
47.2 GB
Weights
47.1 GB (safetensors)
Parameters
23.6B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
19, 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 02:44 UTCpassed

Model card

From the publisher at commit 7add794. 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#

Original bfloat16 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

19 files · 47.2 GBWeights 47.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 19 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.68 KBdb68a2c9983630edaec228d9448ebcf033c99073292a85ddd5ee7928559aec5b
chat_template.jinja5.70 KBdbbbd9479677462b107cf457bf2f00381d51138a5dcdf3eedf1b37b7cd61f5e6
config.json693 Bda2d9b3cb60be4224a8518522e23986fb9b3973d9ec1389494a236694e455b29
generation_config.json133 B945f5c9a6d9102f266b7df76ac835810f3b7a51928e55e5d809dea5ed432a7df
model-00001-of-00010.safetensors5.12 GB4c97e7429c8a770a3c2ea458b02516e75e99ec78f9105b3988ec33a9506239c8
model-00002-of-00010.safetensors5.22 GBc13dca2d66a13e935350186bdc45ccd022f4c5f02b26fb60b2049d61b91e8286
model-00003-of-00010.safetensors5.12 GB9a49f78c2dcefbf0c3a89829aafbb22ddad80c0ed14207d6f1922a32fa39f79b
model-00004-of-00010.safetensors5.22 GB35ce51217f5029c64ed7e928e29b028e25fab752cbd094453430695d9a929004
model-00005-of-00010.safetensors5.22 GB5eb1562adf0c7297d2dc240b1ebd6f99ec4191a5a0dcd5cb1de82a892d170fc8
model-00006-of-00010.safetensors5.12 GB4731687257badc6ca0c4f9d9350cf902ea5376729eca27611a5a320edc8dbb8e
model-00007-of-00010.safetensors5.22 GB20e60948c370375d2874f2bce7db04fa0b1465e89416d6b0f4b526b05e7eda4a
model-00008-of-00010.safetensors5.22 GBa8e7eb490d4c3922f502f2e1995b3ff7d2f7af268842b21b61398ce4d0220e0a
model-00009-of-00010.safetensors4.34 GB2df07c008b047c51911cc581335f760505616aa2dcd3b52075a29f7ddce773ee
model-00010-of-00010.safetensors1.34 GB5cf0483af4189194bab770598253da2df0dde722a799da7e71bc94c0d51fa478
model.safetensors.index.json31.4 KB9db76846c2d57d9ec30ed1b3086954bbcfaee8c7758cc25e6308dd2e589473b9
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
7add794afc pinned now2026-11-15 02:44 UTC19 files · 47.2 GB

Use it

$ fw get lmstudio-community/Devstral-Small-2507-MLX-bf16
# manifest sha256 ad832eef855f… · 47.2 GB · 19 files
$ fw verify ./Devstral-Small-2507-MLX-bf16 lmstudio-community/Devstral-Small-2507-MLX-bf16
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-bf16.json --dir ./Devstral-Small-2507-MLX-bf16 $ python3 fw.py verify ./Devstral-Small-2507-MLX-bf16 ./lmstudio-community__Devstral-Small-2507-MLX-bf16.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-bf16 --revision 7add794afc502cde50f3a536d91a12b987d15f8d --local-dir ./Devstral-Small-2507-MLX-bf16
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-bf16", revision="7add794afc502cde50f3a536d91a12b987d15f8d") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Devstral-Small-2507-MLX-bf16", revision="7add794afc502cde50f3a536d91a12b987d15f8d", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Devstral-Small-2507-MLX-bf16 --revision 7add794afc502cde50f3a536d91a12b987d15f8d
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
db68a2c9983630edaec228d9448ebcf033c99073292a85ddd5ee7928559aec5b
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-bf16Date: 2026-11-15Commit: 7add794Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Devstral-Small-2507-MLX-bf16
Pinned commit
7add794afc502cde50f3a536d91a12b987d15f8d
Manifest
Devstral-Small-2507-MLX-bf16.json · .minisig
Manifest sha256
ad832eef855f4c29e53e97bf24438faa00c755347d1eb4f97ea114900b9c44c2
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:44 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-bf16.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Devstral-Small-2507-MLX-bf16.json.minisig $ minisign -Vm Devstral-Small-2507-MLX-bf16.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 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/Devstral-Small-2507-MLX-bf16
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-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Devstral-Small-2507-MLX-bf16

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