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alt.freeweights.mistral / Magistral-Small-2507-MLX-8bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

Magistral-Small-2507-MLX-8bit

Date: 2026-11-15Commit: 7cd6f72Signed: 2DC28CC7B26A283B ✓

Text generation model with 23.6B parameters. Safetensors weights, 25.1 GB in all. Published by lmstudio-community under Apache-2.0.

23.6B params25.1GBMagistral-Small-2507-MLX-8bitsafetensorspermissive
FactsParams23.6BSize25.1 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Magistral-Small-2507-MLX-8bit
# manifest sha256 62d183efc83d… · 25.1 GB · 14 files
$ fw verify ./Magistral-Small-2507-MLX-8bit lmstudio-community/Magistral-Small-2507-MLX-8bit
From sourceHosted (signed)lmstudio-community/Magistral-Small-2507-MLX-8bitLast check: 2026-11-15 05:25 UTC
Run at homeGet help

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

Quantized of Magistral-Small-2507.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
25.1 GB
Weights
25.0 GB (safetensors)
Parameters
23.6B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
14, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Base model: mistralai/Magistral-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 05:25 UTCpassed

Model card

From the publisher at commit 7cd6f72. Shown as plain text with links; images open at the publisher.

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

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

8-bit quantized version of Magistral-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

14 files · 25.1 GBWeights 25.0 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 14 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.60 KB076f1ab48632cc8c353a2314139a5ba270382dd724ab445b3c07b729a39fda2a
chat_template.jinja3.53 KB8f78fa112de03884b525f9c48ec1d1c411daba0440c700e874f75ac319218303
config.json821 B0b1c4ff0b9c41f19ac2fb0e642c452729e5d955afb58f9c92436135e69ffdbf8
generation_config.json111 B0805b167d9e608d9ce79597306a0a9a5d74813f88542a0a720216edcb9d45781
model-00001-of-00005.safetensors5.26 GBd478d966c010b1620ebe129d6b3a9ec3bc6389289db8328c4e4912d9daf5753d
model-00002-of-00005.safetensors5.31 GBa555c4f1cc8dfefdfb382d73f3a0b69588a8e61a5e46bab39296e601c1aa9f4b
model-00003-of-00005.safetensors5.31 GB247c0e1060e3f27cbc895dd18912049b99f58eec865868c447e0c936517975c5
model-00004-of-00005.safetensors5.31 GBaab2d2c168764ad31f2984e6c1c666f7187d4c89d3863a5a05f47cd537f6be27
model-00005-of-00005.safetensors3.84 GB462dc7d80efc9c33ac710ccd45271a6fcc39978327f8ef85787fc05a7f56c3fd
model.safetensors.index.json79.4 KBa284606bae0ac64f3e99a59f6264c7d12867ed5e2188022bbd1622ce69be76c3
special_tokens_map.json21.4 KB1864ac9a603857f894d6cb47ac270f50685b05359128b8b9e59edf5ad56cdb49
tokenizer.json17.1 MB158915c7c928301e0d32f1da363e45c294d907bd4c64a8e855f0bd1a47b9e870
tokenizer_config.json202 KB606964c5aaf46092af06ac70f664f0e2c065bbd6e0bdd5f1f04a7d70a625c1ae
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
7cd6f7237a pinned now2026-11-15 05:25 UTC14 files · 25.1 GB

Use it

$ fw get lmstudio-community/Magistral-Small-2507-MLX-8bit
# manifest sha256 62d183efc83d… · 25.1 GB · 14 files
$ fw verify ./Magistral-Small-2507-MLX-8bit lmstudio-community/Magistral-Small-2507-MLX-8bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2507-MLX-8bit.json --dir ./Magistral-Small-2507-MLX-8bit $ python3 fw.py verify ./Magistral-Small-2507-MLX-8bit ./lmstudio-community__Magistral-Small-2507-MLX-8bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Magistral-Small-2507-MLX-8bit --revision 7cd6f7237afe8285c8f06f060a34f1ae107e775a --local-dir ./Magistral-Small-2507-MLX-8bit
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/Magistral-Small-2507-MLX-8bit", revision="7cd6f7237afe8285c8f06f060a34f1ae107e775a") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/Magistral-Small-2507-MLX-8bit", revision="7cd6f7237afe8285c8f06f060a34f1ae107e775a", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/Magistral-Small-2507-MLX-8bit --revision 7cd6f7237afe8285c8f06f060a34f1ae107e775a
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
076f1ab48632cc8c353a2314139a5ba270382dd724ab445b3c07b729a39fda2a
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: Magistral-Small-2507-MLX-8bitDate: 2026-11-15Commit: 7cd6f72Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Magistral-Small-2507-MLX-8bit
Pinned commit
7cd6f7237afe8285c8f06f060a34f1ae107e775a
Manifest
Magistral-Small-2507-MLX-8bit.json · .minisig
Manifest sha256
62d183efc83dc82d26869062ffb644700d1df55d26dc10a120a326791b27d0c9
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:25 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2507-MLX-8bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Magistral-Small-2507-MLX-8bit.json.minisig $ minisign -Vm Magistral-Small-2507-MLX-8bit.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/Magistral-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/Magistral-Small-2507-MLX-8bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Magistral-Small-2507-MLX-8bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Magistral-Small-2507-MLX-8bit

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