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alt.freeweights.text / OpenThinker3-7B-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

OpenThinker3-7B-GGUF

Date: 2026-11-15Commit: 731c105Signed: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 23.1 GB in all. Published by lmstudio-community under Apache-2.0.

text23.1GBOpenThinker3-7B-GGUFggufpermissive
FactsParamsnot statedSize23.1 GBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/OpenThinker3-7B-GGUF
# manifest sha256 17ce3bdbdf1a… · 23.1 GB · 6 files
$ fw verify ./OpenThinker3-7B-GGUF lmstudio-community/OpenThinker3-7B-GGUF
From sourceHosted (signed)lmstudio-community/OpenThinker3-7B-GGUFLast check: 2026-11-15 05:23 UTC
Run at homeGet help

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

Quantized of OpenThinker3-7B.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
23.1 GB
Weights
4.09 GB (smallest of 4 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text generation
License
Apache-2.0 (permissive)
Files
6, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: open-thoughts/OpenThinker3-7B

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 05:23 UTCpassed

Model card

From the publisher at commit 731c105. Shown as plain text with links; images open at the publisher.

💫 Community Model> OpenThinker3 7B by Open-Thoughts#

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

Model creator: open-thoughts

Original model: OpenThinker3-7B

GGUF quantization: provided by bartowski based on llama.cpp release b5596

Technical Details#

Supports a context length of 32k tokens

Trained on the new OpenThoughts3-1.2M dataset, consisting of 850k math questions, 200k code questions, and 100k science questions

More details available in their paper and blog post

Special thanks#

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

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

6 files · 23.1 GBWeights 4.09 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.77 KBca0df5307b6820df046f9ff05d25c834c350e08950b7c5bdaa5f748b2ce029c7
OpenThinker3-7B-Q3_K_L.gguf4.09 GB1ea1c1709e023d16d5e83a2fa1b6ab0327f516f6789b0329962c1f4f6bc691f2
OpenThinker3-7B-Q4_K_M.gguf4.68 GB5400720b528516f656ff335c4670e4d5ecaf607e92f995e926a3b50c2b7f266d
OpenThinker3-7B-Q6_K.gguf6.25 GBa18a0b3f20697bc929ab6c1b6317b442cd7019f681f0cb430f8a85702eb68ad7
OpenThinker3-7B-Q8_0.gguf8.10 GB663d6173809869ba7028e5987071b7da22330bd8191fde89763e02cc67581260
README.md2.78 KB79f3520d7329ef519882d6f27b45b89684270b1d33853d29d9b1d35c507457ae
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
731c10552b pinned now2026-11-15 05:23 UTC6 files · 23.1 GB

Use it

$ fw get lmstudio-community/OpenThinker3-7B-GGUF
# manifest sha256 17ce3bdbdf1a… · 23.1 GB · 6 files
$ fw verify ./OpenThinker3-7B-GGUF lmstudio-community/OpenThinker3-7B-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/OpenThinker3-7B-GGUF.json --dir ./OpenThinker3-7B-GGUF $ python3 fw.py verify ./OpenThinker3-7B-GGUF ./lmstudio-community__OpenThinker3-7B-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/OpenThinker3-7B-GGUF --revision 731c10552be5259f925472894a613c0c5bc9cc28 --local-dir ./OpenThinker3-7B-GGUF
llama.cppDownload one GGUF variant (OpenThinker3-7B-Q3_K_L, 4.09 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/OpenThinker3-7B-GGUF --include "OpenThinker3-7B-Q3_K_L*" --local-dir ./OpenThinker3-7B-GGUF $ llama-server -m ./OpenThinker3-7B-GGUF/OpenThinker3-7B-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./OpenThinker3-7B-GGUF/OpenThinker3-7B-Q3_K_L.gguf\n' > Modelfile $ ollama create openthinker3-7b-gguf -f Modelfile
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
79f3520d7329ef519882d6f27b45b89684270b1d33853d29d9b1d35c507457ae
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.textSubject: OpenThinker3-7B-GGUFDate: 2026-11-15Commit: 731c105Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/OpenThinker3-7B-GGUF
Pinned commit
731c10552be5259f925472894a613c0c5bc9cc28
Manifest
OpenThinker3-7B-GGUF.json · .minisig
Manifest sha256
17ce3bdbdf1ab4c4c601d45cd3715e4e3ba902b478c87a3a924b1f55b7433b95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:23 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/OpenThinker3-7B-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/OpenThinker3-7B-GGUF.json.minisig $ minisign -Vm OpenThinker3-7B-GGUF.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

open-thoughts/OpenThinker3-7B · 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/OpenThinker3-7B-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. OpenThinker3-7B-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/OpenThinker3-7B-GGUF

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