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alt.freeweights.mistral / magistral-small-2506-mlx-bf16
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.mistralSubject:

magistral-small-2506-mlx-bf16

Date: 2026-11-15Commit: f77979eSigned: 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 params47.2GBmagistral-small-2506-mlx-bf16safetensorspermissive
FactsParams23.6BSize47.2 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/magistral-small-2506-mlx-bf16
# manifest sha256 1be3a7071cf4… · 47.2 GB · 17 files
$ fw verify ./magistral-small-2506-mlx-bf16 lmstudio-community/magistral-small-2506-mlx-bf16
From sourceHosted (signed)lmstudio-community/magistral-small-2506-mlx-bf16Last check: 2026-11-15 02:50 UTC
Run at homeGet help

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

Fine-tune of Magistral-Small-2506.

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
17, 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-2506

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 02:50 UTCpassed

Model card

From the publisher at commit f77979e. Shown as plain text with links; images open at the publisher.

💫 Community Model> magistral-small by mistral-ai#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: mistral-ai

Original model: magistral-small

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

Original bfloat16 version of magistral-small 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

17 files · 47.2 GBWeights 47.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 17 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md2.23 KB1ed93f9ffbe592162f6001d02f7a7b2362076ca0580fd8aeeaa4723a73f05be5
config.json668 Ba679813f05e19e12317fee62e4130c9db83d985492571770adc915e7eebcff27
model-00001-of-00010.safetensors5.12 GB9af7acaa3d1d8c058b0c37c6b0dfb02f58c594384ba6dd4361611e95cdca5ed2
model-00002-of-00010.safetensors5.22 GBc0f3185dd065a108677c172d9ae9b5f036d1f1adbbe0393bf8122130899e4e41
model-00003-of-00010.safetensors5.12 GBa9b17fa795b6b72b10c9a9075ce201262260ce82e2a9a07dd6f38f989ed190ce
model-00004-of-00010.safetensors5.22 GBa2f3946b38aaa80c0d6dad9b0895290ee7e345661df6ea9d0305da4b3d3a8f9f
model-00005-of-00010.safetensors5.22 GBd06a3d3b5987f3cdaccd1d66cef64af3be345663b0147b8cc307e83fc798d8c4
model-00006-of-00010.safetensors5.12 GBc9f5210dde387f21801497cd1e59d306b366f8d8fae5e918e32797512f5f53fc
model-00007-of-00010.safetensors5.22 GBad192320080b3cc219bc272aa0561fae3016a54316b70d664a3672a61b396064
model-00008-of-00010.safetensors5.22 GB1641972893a5826676d162bb7d8ab8ee1593ef8717ea359507a1610ca91de223
model-00009-of-00010.safetensors4.34 GB3bb42f70cb0054803ef09a9f589f4b4b0453003f3ce1ebf335585708203fcb67
model-00010-of-00010.safetensors1.34 GB453696a5507f49d789318017a93b98f183ba3f19d15d1415f712640b080e0ca5
model.safetensors.index.json31.4 KB0d9020176577641e13fe95c7fb387a3c7ad8aab31c79cc86b75d000497230167
special_tokens_map.json21.3 KB5bc5d1c106bf86895473568ef5211f3fde8415e6fdee039223d6db8ca52cbe01
tokenizer.json17.1 MBb76085f9923309d873994d444989f7eb6ec074b06f25b58f1e8d7b7741070949
tokenizer_config.json201 KB04e3269106e221546f5199fc81c97ff816c252986cc039d3e441d121fd0d3be6
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
f77979e88f pinned now2026-11-15 02:50 UTC17 files · 47.2 GB

Use it

$ fw get lmstudio-community/magistral-small-2506-mlx-bf16
# manifest sha256 1be3a7071cf4… · 47.2 GB · 17 files
$ fw verify ./magistral-small-2506-mlx-bf16 lmstudio-community/magistral-small-2506-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/magistral-small-2506-mlx-bf16.json --dir ./magistral-small-2506-mlx-bf16 $ python3 fw.py verify ./magistral-small-2506-mlx-bf16 ./lmstudio-community__magistral-small-2506-mlx-bf16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/magistral-small-2506-mlx-bf16 --revision f77979e88fbf99cf2b70f8f33bf0d955f3d5ef94 --local-dir ./magistral-small-2506-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/magistral-small-2506-mlx-bf16", revision="f77979e88fbf99cf2b70f8f33bf0d955f3d5ef94") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/magistral-small-2506-mlx-bf16", revision="f77979e88fbf99cf2b70f8f33bf0d955f3d5ef94", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/magistral-small-2506-mlx-bf16 --revision f77979e88fbf99cf2b70f8f33bf0d955f3d5ef94
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
1ed93f9ffbe592162f6001d02f7a7b2362076ca0580fd8aeeaa4723a73f05be5
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-2506-mlx-bf16Date: 2026-11-15Commit: f77979eSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/magistral-small-2506-mlx-bf16
Pinned commit
f77979e88fbf99cf2b70f8f33bf0d955f3d5ef94
Manifest
magistral-small-2506-mlx-bf16.json · .minisig
Manifest sha256
1be3a7071cf40f25212398eb60dc0c8944abb89f5454792dc4792472d3d62f41
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:50 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/magistral-small-2506-mlx-bf16.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/magistral-small-2506-mlx-bf16.json.minisig $ minisign -Vm magistral-small-2506-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/Magistral-Small-2506 · 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/magistral-small-2506-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. magistral-small-2506-mlx-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/magistral-small-2506-mlx-bf16

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