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alt.freeweights.minicpm / MiniCPM-o-2_6-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.minicpmSubject:

MiniCPM-o-2_6-GGUF

Date: 2026-11-15Commit: 5a92de6Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 24.2 GB in all. Published by lmstudio-community under Apache-2.0.

minicpm24.2GBMiniCPM-o-2_6-GGUFggufpermissive
FactsParamsnot statedSize24.2 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/MiniCPM-o-2_6-GGUF
# manifest sha256 edaf109b15e6… · 24.2 GB · 7 files
$ fw verify ./MiniCPM-o-2_6-GGUF lmstudio-community/MiniCPM-o-2_6-GGUF
From sourceHosted (signed)lmstudio-community/MiniCPM-o-2_6-GGUFLast check: 2026-11-15 05:12 UTC
Run at homeGet help

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

Quantized of MiniCPM-o-2_6.

Works with

Run13Convert1Evaluate13Scan12Apps62

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

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

Original release from the publisher.

Base model: openbmb/MiniCPM-o-2_6

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 05:12 UTCpassed

Model card

From the publisher at commit 5a92de6. Shown as plain text with links; images open at the publisher.

💫 Community Model> MiniCPM o 2_6 by Openbmb#

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

Model creator: openbmb

Original model: MiniCPM-o-2_6

GGUF quantization: provided by bartowski based on llama.cpp release b4585

Technical Details#

Supports images of any aspect ratio up to 1.8 million pixels (e.g. 1344x1344)

End to end omni modal

See more in their technical report (here)[https://openbmb.notion.site/MiniCPM-o-2-6-A-GPT-4o-Level-MLLM-for-Vision-Speech-and-Multimodal-Live-Streaming-on-Your-Phone-185ede1b7a558042b5d5e45e6b237da9]

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

7 files · 24.2 GBWeights 4.09 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 7 files with their sha256
FileSizesha256
.gitattributes1.82 KB3ea8dab067fbe5838b5684498092fe830bf28b2eb6df35bb7d230f9c4bfaa30a
MiniCPM-o-2_6-Q3_K_L.gguf4.09 GB3edfe0d34f22236ebd242f4296ebd5a0fd3b3a53fe9957906eb96d9bec594b9e
MiniCPM-o-2_6-Q4_K_M.gguf4.68 GBdfbc771019ee3d462062c1fcac54d58ea68e4406d6e39deec0825ccdfbb1e9b0
MiniCPM-o-2_6-Q6_K.gguf6.25 GBf60749da3127921c9b5e6b125d65334f467d0b96a21846318eb220d590bc12bc
MiniCPM-o-2_6-Q8_0.gguf8.10 GBf8b6ec9798ed7b7a18ab197025de45b804d6babb5e1d37ae25d8e10a1f321f0c
README.md2.71 KB14497d85a8b9053f6fd864f8dc1c22e58bac708fcf795aeb91d41e6f06ce5c3a
mmproj-model-f16.gguf1.04 GBc20770c70d5d5eee27a53caa83ac0a4874136c987a288f5f3d193c0c1e1f1c99
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
5a92de6a81 pinned now2026-11-15 05:12 UTC7 files · 24.2 GB

Use it

$ fw get lmstudio-community/MiniCPM-o-2_6-GGUF
# manifest sha256 edaf109b15e6… · 24.2 GB · 7 files
$ fw verify ./MiniCPM-o-2_6-GGUF lmstudio-community/MiniCPM-o-2_6-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/MiniCPM-o-2_6-GGUF.json --dir ./MiniCPM-o-2_6-GGUF $ python3 fw.py verify ./MiniCPM-o-2_6-GGUF ./lmstudio-community__MiniCPM-o-2_6-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/MiniCPM-o-2_6-GGUF --revision 5a92de6a817da5aaed82bf3c70ea4007fab690dc --local-dir ./MiniCPM-o-2_6-GGUF
llama.cppDownload one GGUF variant (MiniCPM-o-2_6-Q3_K_L, 4.09 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/MiniCPM-o-2_6-GGUF --include "MiniCPM-o-2_6-Q3_K_L*" --local-dir ./MiniCPM-o-2_6-GGUF $ llama-server -m ./MiniCPM-o-2_6-GGUF/MiniCPM-o-2_6-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./MiniCPM-o-2_6-GGUF/MiniCPM-o-2_6-Q3_K_L.gguf\n' > Modelfile $ ollama create minicpm-o-2-6-gguf -f Modelfile
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model openbmb/MiniCPM-o-2_6: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
14497d85a8b9053f6fd864f8dc1c22e58bac708fcf795aeb91d41e6f06ce5c3a
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.minicpmSubject: MiniCPM-o-2_6-GGUFDate: 2026-11-15Commit: 5a92de6Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/MiniCPM-o-2_6-GGUF
Pinned commit
5a92de6a817da5aaed82bf3c70ea4007fab690dc
Manifest
MiniCPM-o-2_6-GGUF.json · .minisig
Manifest sha256
edaf109b15e613336ef7fb5db5d8c7933b904815e2a96cf61837a11a43c11475
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:12 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/MiniCPM-o-2_6-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/MiniCPM-o-2_6-GGUF.json.minisig $ minisign -Vm MiniCPM-o-2_6-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

openbmb/MiniCPM-o-2_6 · 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/MiniCPM-o-2_6-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. MiniCPM-o-2_6-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/MiniCPM-o-2_6-GGUF

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