CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.olmo / Olmo-3-32B-Think-MLX-6bit
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.olmoSubject:

Olmo-3-32B-Think-MLX-6bit

Date: 2026-11-15Commit: 82ed19bSigned: 2DC28CC7B26A283B ✓

Model with 32.2B parameters. Safetensors weights, 26.2 GB in all. Published by lmstudio-community under Apache-2.0.

32.2B params26.2GBOlmo-3-32B-Think-MLX-6bitsafetensorspermissive
FactsParams32.2BSize26.2 GBFormatssafetensorsTasknot taggedLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/Olmo-3-32B-Think-MLX-6bit
# manifest sha256 79ebd4605328… · 26.2 GB · 16 files
$ fw verify ./Olmo-3-32B-Think-MLX-6bit lmstudio-community/Olmo-3-32B-Think-MLX-6bit
From sourceHosted (signed)lmstudio-community/Olmo-3-32B-Think-MLX-6bitLast check: 2026-11-15 04:45 UTC
Run at homeGet help

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

Quantized of Olmo-3-32B-Think.

Works with

Run8Fine-tune7Convert8Scan2

Runs with

Ranked by fit to this model (safetensors), then by GitHub stars.

TransformersLocalAItinygradTriton Inference ServerBentoMLCTranslate2ExLlamaV2LitServe
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
26.2 GB
Weights
26.2 GB (safetensors)
Parameters
32.2B
Formats
safetensors
Task
not tagged
License
Apache-2.0 (permissive)
Files
16, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.olmo
Lineage

Original release from the publisher.

Base model: allenai/Olmo-3-32B-Think

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 04:45 UTCpassed

Model card

From the publisher at commit 82ed19b. Shown as plain text with links; images open at the publisher.

💫 Community Model> Olmo-3-32B-Think by allenai#

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

Model creator: allenai

Original model: Olmo-3-32B-Think

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

6-bit quantized version of Olmo-3-32B-Think 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

16 files · 26.2 GBWeights 26.2 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 16 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.18 KB43bec55c9d9afeaa7beedfefd2b3483107f1a536f04c51a7f712910863d65530
chat_template.jinja1.43 KBeba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72
config.json2.94 KB5850fbf8e50075a1c3459919c3b72f5a939758a79e5c03311af4a425f09d5c79
generation_config.json121 B0601d6ad85d66f4f3cfd9d07c6e63127ec6ddcaca29ccb71d92ec04a956851cd
merges.txt917 KBb6fe424e334903f7fb84d3a106d9730455f4744b9fe3c21ee136d97a00e72502
model-00001-of-00005.safetensors5.34 GB22fc8835dc054c95368906d575a5e2e275a070cad90d38106cd0353beca6a648
model-00002-of-00005.safetensors5.27 GBcef82a8f840156710e0ddafd04d86b7a1fbace9fb5d08a8c27278ebd767afd14
model-00003-of-00005.safetensors5.32 GBbf1e019fcc0d2066f6b635f2e9084f005f8db220c6d75e1855a0989348696c7e
model-00004-of-00005.safetensors5.27 GB931bffd2f1699c9adac037b39e31146dc77023d86a5d58c05a7170b516343b44
model-00005-of-00005.safetensors5.01 GBb5f0971b26b2cc62aada8a26ad394180d47e44bd66d7389c3e93100c322d6d47
model.safetensors.index.json139 KBb3dcd4ca56293b0df6d722f9ebd9157836d90777c9bfbd148b6a01365c489984
special_tokens_map.json581 B78afb564e81264029b25f9caf24bda2521d5bdaeff5cd3fdbc01d3da2e8ce2f2
tokenizer.json7.14 MB73fd5254624f39a88e3faac6a8e11300fc3c735ed37880d4f4f08db898eaecca
tokenizer_config.json5.79 KB058d92e68927e6401faa0837c668639c704e288e9b7207ab79ffce89102fce0e
vocab.json1.61 MB9e14712c91b37c7aab74b1306baa46ac342d620637a4b44523cdc3aec7d24195
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
82ed19babc pinned now2026-11-15 04:45 UTC16 files · 26.2 GB

Use it

$ fw get lmstudio-community/Olmo-3-32B-Think-MLX-6bit
# manifest sha256 79ebd4605328… · 26.2 GB · 16 files
$ fw verify ./Olmo-3-32B-Think-MLX-6bit lmstudio-community/Olmo-3-32B-Think-MLX-6bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/Olmo-3-32B-Think-MLX-6bit.json --dir ./Olmo-3-32B-Think-MLX-6bit $ python3 fw.py verify ./Olmo-3-32B-Think-MLX-6bit ./lmstudio-community__Olmo-3-32B-Think-MLX-6bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/Olmo-3-32B-Think-MLX-6bit --revision 82ed19babc5bb0b59ed3f17a76ecafc2d0de322b --local-dir ./Olmo-3-32B-Think-MLX-6bit
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
43bec55c9d9afeaa7beedfefd2b3483107f1a536f04c51a7f712910863d65530
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.olmoSubject: Olmo-3-32B-Think-MLX-6bitDate: 2026-11-15Commit: 82ed19bSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/Olmo-3-32B-Think-MLX-6bit
Pinned commit
82ed19babc5bb0b59ed3f17a76ecafc2d0de322b
Manifest
Olmo-3-32B-Think-MLX-6bit.json · .minisig
Manifest sha256
79ebd46053289e9bfc03abdc2f23c12e9613673b085e638a9fa996e6e936b78a
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:45 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Olmo-3-32B-Think-MLX-6bit.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/Olmo-3-32B-Think-MLX-6bit.json.minisig $ minisign -Vm Olmo-3-32B-Think-MLX-6bit.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

allenai/Olmo-3-32B-Think · 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/Olmo-3-32B-Think-MLX-6bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Olmo-3-32B-Think-MLX-6bit.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/Olmo-3-32B-Think-MLX-6bit

Related models

All of alt.freeweights.olmo →
From: bartowski <huggingface.co/bartowski>Subject: allenai_Olmo-3-7B-Instruct-GGUF
From: bartowski <huggingface.co/bartowski>Subject: allenai_Olmo-3-7B-Think-GGUF
From: bartowski <huggingface.co/bartowski>Subject: allenai_Olmo-3.1-32B-Instruct-GGUF
From: bartowski <huggingface.co/bartowski>Subject: allenai_Olmo-3.1-32B-Think-GGUF
From: bartowski <huggingface.co/bartowski>Subject: allenai_olmOCR-2-7B-1025-GGUF
From: bartowski <huggingface.co/bartowski>Subject: allenai_olmOCR-7B-0225-preview-GGUF