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alt.freeweights.mistral / Mistral-Small-24B-Base-2501
From: mistralai <huggingface.co/mistralai>Newsgroups: alt.freeweights.mistralSubject:

Mistral-Small-24B-Base-2501

Date: 2026-11-14Commit: b0a2e4eSigned: 2DC28CC7B26A283B ✓

Model with 23.6B parameters. Safetensors weights, 94.3 GB in all. Published by mistralai under Apache-2.0.

23.6B params94.3GBMistral-Small-24B-Base-2501safetensorspermissive
FactsParams23.6BSize94.3 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get mistralai/Mistral-Small-24B-Base-2501
# manifest sha256 e001ad756f4d… · 94.3 GB · 21 files
$ fw verify ./Mistral-Small-24B-Base-2501 mistralai/Mistral-Small-24B-Base-2501
From sourceHosted (signed)mistralai/Mistral-Small-24B-Base-2501Last check: 2026-11-14 21:24 UTC
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Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
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Overview

Size
94.3 GB
Weights
47.1 GB (safetensors)
Parameters
23.6B
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
21, each with a sha256
Publisher
mistralai
Added
2026-11-14
Section
alt.freeweights.mistral
Lineage

Original release from the publisher.

Where these bytes come from
Publisher at the pinned commit→You

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BadgeHostLast checkResult
From sourcehuggingface.co2026-11-14 21:24 UTCpassed

Model card

From the publisher at commit b0a2e4e. Shown as plain text with links; images open at the publisher.

Model Card for Mistral-Small-24B-Base-2501#

Mistral Small 3 ( 2501 ) sets a new benchmark in the "small" Large Language Models category below 70B, boasting 24B parameters and achieving state-of-the-art capabilities comparable to larger models! Check out our fine-tuned Instruct version Mistral-Small-24B-Instruct-2501.

For enterprises that need specialized capabilities (increased context, particular modalities, domain specific knowledge, etc.), we will be releasing commercial models beyond what Mistral AI contributes to the community.

This release demonstrates our commitment to open source, serving as a strong base model.

Learn more about Mistral Small in our blog post.

Model developper: Mistral AI Team

Key Features#

  • Multilingual: Supports dozens of languages, including English, French, German, Spanish, Italian, Chinese, Japanese, Korean, Portuguese, Dutch, and Polish.
  • Advanced Reasoning: State-of-the-art conversational and reasoning capabilities.
  • Apache 2.0 License: Open license allowing usage and modification for both commercial and non-commercial purposes.
  • Context Window: A 32k context window.
  • Tokenizer: Utilizes a Tekken tokenizer with a 131k vocabulary size.

Benchmark Results#

BenchmarkMetricMistral-Small-24B-Base
[MMLU][mmlu]5-shot80.73
[MMLU Pro][mmlu_pro]5-shot, CoT54.37
[GPQA Main][gpqa]5-shot, CoT34.37
[TriviaQA][triviaqa]5-shot80.32
[ARC-c][arc]0-shot91.29
[TriviaQA][triviaqa]5-shot76.6
[MBPP][mbpp]pass@169.64
[GSM8K][gsm8k]5-shot, maj@180.73
[MATH][math]4-shot, MaJ45.98
[AGIEval][agieval]-65.80
BenchmarkMetricMistral-Small-24B-Base
French MMLU-78.03
German MMLU-77.69
Spanish MMLU-78.86
Russian MMLU-75.64
Chinese MMLU-70.35
Korean MMLU-56.42
Japanese MMLU-74.46

[mmlu]: https://arxiv.org/abs/2009.03300 [hellaswag]: https://arxiv.org/abs/1905.07830 [piqa]: https://arxiv.org/abs/1911.11641 [socialiqa]: https://arxiv.org/abs/1904.09728 [boolq]: https://arxiv.org/abs/1905.10044 [winogrande]: https://arxiv.org/abs/1907.10641 [commonsenseqa]: https://arxiv.org/abs/1811.00937 [openbookqa]: https://arxiv.org/abs/1809.02789 [arc]: https://arxiv.org/abs/1911.01547 [triviaqa]: https://arxiv.org/abs/1705.03551 [naturalq]: https://github.com/google-research-datasets/natural-questions [humaneval]: https://arxiv.org/abs/2107.03374 [mbpp]: https://arxiv.org/abs/2108.07732 [gsm8k]: https://arxiv.org/abs/2110.14168 [realtox]: https://arxiv.org/abs/2009.11462 [bold]: https://arxiv.org/abs/2101.11718 [crows]: https://aclanthology.org/2020.emnlp-main.154/ [bbq]: https://arxiv.org/abs/2110.08193v2 [winogender]: https://arxiv.org/abs/1804.09301 [truthfulqa]: https://arxiv.org/abs/2109.07958 [winobias]: https://arxiv.org/abs/1804.06876 [math]: https://arxiv.org/abs/2103.03874 [agieval]: https://arxiv.org/abs/2304.06364 [big-bench]: https://arxiv.org/abs/2206.04615 [toxigen]: https://arxiv.org/abs/2203.09509 [mmlu_pro]: https://arxiv.org/abs/2406.01574 [gpqa]: https://arxiv.org/abs/2311.12022

Files

21 files · 94.3 GBWeights 47.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 21 files with their sha256
FileSizesha256
.gitattributes1.62 KB1e11e8e6b9eb852a71eadd8fe191d4b9e329eb81308602dec19ab16da7e172b2
README.md4.32 KBec27666501cceb85beef49929edf6093f79e819505b8bbc26c82e02e52bf30d8
config.json623 Bff5f8d1747db4e16def20db719d867e74d0b764330249357351b2b44520b8001
consolidated.safetensors47.1 GBbb0644074bbc0ef782b9f3bf1887933e7a0cde20400c78693156ca1fdb6b8d96
generation_config.json116 B9a9dd6051d3f284fda34eb6213bb076c54a397d9aa8e71a8e83ad8189b5c7678
model-00001-of-00010.safetensors4.78 GB6e4af7d1ccb727c3eb70c5e38b038fa3d80e97735c80f01aa40bad970418d77d
model-00002-of-00010.safetensors4.78 GB58abfa3eac9302fad355e79f9fdadcf8bda3d8ab5b00d757e8b12dae21e0f788
model-00003-of-00010.safetensors4.78 GBa0626a2a93b7bd1c8bc384f1a1deaaf66c0778f15e6b6bf5bc13e23290f00aeb
model-00004-of-00010.safetensors4.89 GBd2d60a86a6cd1f0c37f52e5d68af7d381cdb0ee5c53cfcf60d0ca60f73b35ce1
model-00005-of-00010.safetensors4.78 GB9d7e46d096812a88481a6590c0b093376349e474144fdcf82b8a283844c36737
model-00006-of-00010.safetensors4.78 GB0b7aea96df5a738c056f66a492b073d0396e3ea1e70a4f6862e244675dc99558
model-00007-of-00010.safetensors4.89 GB56ab4431ed801e577e81d49e27a83e8d7bce6c94003053e87d1fc0ce38f5f617
model-00008-of-00010.safetensors4.78 GB4778f58042fe43535c655a8effd776ac09fc76af8eb519675e35408f8648a4a0
model-00009-of-00010.safetensors4.78 GB2ca4cc5d55cac267d4cccccf4369a804c0b8d7c7b7a3a3addcc6b3fcd7768d57
model-00010-of-00010.safetensors3.90 GB927e0e995c26f6474aaddc6adb027d50414c4e7859b489d26f5e57b7b8168a7c
model.safetensors.index.json29.9 KB549a19b2c46434730f1702db9c51710a9b29cdec823017f1a2e1523552e39092
params.json270 B2bc824a0e7adb9b27bb0932bdda1666e05b533b6a6446ca76ee711eefb06dbdc
special_tokens_map.json147 KBbde74f0f7948ef00aa485decf1b4fe87cdfeac7de42bf6a3258355a59eeebd01
tekken.json14.8 MBc4b90a968dbc67ef3975129d0b78a2e3cbb6bea340ab9205f22e8a0308b1ffc5
tokenizer.json17.1 MBb76085f9923309d873994d444989f7eb6ec074b06f25b58f1e8d7b7741070949
tokenizer_config.json198 KB3fb793934b725aba4abe0bcb878dacda62101bc1018f919158e19d8eaabd44dd
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
b0a2e4ed09 pinned now manifest updated, same commit2026-11-14 21:24 UTC21 files · 94.3 GB
b0a2e4ed092026-11-14 21:24 UTC21 files · 94.3 GB

Use it

$ fw get mistralai/Mistral-Small-24B-Base-2501
# manifest sha256 e001ad756f4d… · 94.3 GB · 21 files
$ fw verify ./Mistral-Small-24B-Base-2501 mistralai/Mistral-Small-24B-Base-2501
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mistralai/Mistral-Small-24B-Base-2501.json --dir ./Mistral-Small-24B-Base-2501 $ python3 fw.py verify ./Mistral-Small-24B-Base-2501 ./mistralai__Mistral-Small-24B-Base-2501.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mistralai/Mistral-Small-24B-Base-2501 --revision b0a2e4ed093c26997495ae625528f81ea04b749f --local-dir ./Mistral-Small-24B-Base-2501
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. 2026-11-14
Text in
README.md
Text sha256
ec27666501cceb85beef49929edf6093f79e819505b8bbc26c82e02e52bf30d8
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: mistralai <huggingface.co/mistralai>Newsgroups: alt.freeweights.mistralSubject: Mistral-Small-24B-Base-2501Date: 2026-11-14Commit: b0a2e4eSigned: 2DC28CC7B26A283B ✓
Upstream
mistralai/Mistral-Small-24B-Base-2501
Pinned commit
b0a2e4ed093c26997495ae625528f81ea04b749f
Manifest
Mistral-Small-24B-Base-2501.json · .minisig
Manifest sha256
e001ad756f4d21ae6ebc9c4d898ac05ca39eb4d1cdf833b9006daf2ffb9c53ca
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:24 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mistralai/Mistral-Small-24B-Base-2501.json $ curl -O https://freeweights.allternit.com/manifests/mistralai/Mistral-Small-24B-Base-2501.json.minisig $ minisign -Vm Mistral-Small-24B-Base-2501.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

6 models in the catalog name this one as their parent.

Fine-tunes
4
Quantizations
2
Fine-tunes 4
Quantizations 2
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mistralai/Mistral-Small-24B-Base-2501
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Mistral-Small-24B-Base-2501.json. Provenance. Takedown history: none.
Source
huggingface.co/mistralai/Mistral-Small-24B-Base-2501

Variants

2 quantized or adapter builds of Mistral-Small-24B-Base-2501. Each has its own license check and page.

SubjectSizeParamsLicenseDate
Mistral-Small-24B-Base-2501-unsloth-bnb-4bitHosted (signed) From: unsloth in alt.freeweights.mistral15.7 GB24.2BPermissive2026-11-15mistralai_Mistral-Small-24B-Base-2501-GGUFHosted (signed) From: bartowski in alt.freeweights.mistral422 GB—Permissive2026-11-15

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