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alt.freeweights.minicpm / MiniCPM-OCR-Jev-gguf
From: openbmb <huggingface.co/openbmb>Newsgroups: alt.freeweights.minicpmSubject:

MiniCPM-OCR-Jev-gguf

Date: 2026-11-15Commit: 6bd2b4bSigned: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 23.1 GB in all. Published by openbmb under Apache-2.0.

minicpm23.1GBMiniCPM-OCR-Jev-ggufggufpermissive
FactsParamsnot statedSize23.1 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive
$ fw get openbmb/MiniCPM-OCR-Jev-gguf
# manifest sha256 c30a6a09634c… · 23.1 GB · 18 files
$ fw verify ./MiniCPM-OCR-Jev-gguf openbmb/MiniCPM-OCR-Jev-gguf
From sourceHosted (signed)openbmb/MiniCPM-OCR-Jev-ggufLast check: 2026-11-15 04:39 UTC
Run at homeGet help

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

Quantized of MiniCPM-OCR-Jev.

Works with

Run13Convert1Evaluate13Scan12Apps62

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

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

Original release from the publisher.

Base model: openbmb/MiniCPM-OCR-Jev

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 04:39 UTCpassed

Model card

From the publisher at commit 6bd2b4b. Shown as plain text with links; images open at the publisher.

MiniCPM logo

GitHub · Usage

This repository hosts the GGUF build of MiniCPM-OCR Jev for llama.cpp. For the original weights and the full model card, see the base repository.

MiniCPM-OCR Jev (2B) scores OCR candidates for text, formula, and table regions, returning a quality score from 0 to 1.

Files#

FileSizeNotes
mmproj-model-f16.gguf0.671 GBvision projector — required
MiniCPM-OCR-Jev-F16.gguf3.776 GBreference
MiniCPM-OCR-Jev-Q8_0.gguf2.012 GBnear-lossless
MiniCPM-OCR-Jev-Q6_K.gguf1.556 GB
MiniCPM-OCR-Jev-Q5_K_M.gguf1.411 GB
MiniCPM-OCR-Jev-Q5_K_S.gguf1.374 GB
MiniCPM-OCR-Jev-Q5_1.gguf1.460 GB
MiniCPM-OCR-Jev-Q5_0.gguf1.374 GB
MiniCPM-OCR-Jev-Q4_K_M.gguf1.274 GBsmallest recommended
MiniCPM-OCR-Jev-Q4_K_S.gguf1.212 GB
MiniCPM-OCR-Jev-Q4_1.gguf1.288 GB
MiniCPM-OCR-Jev-Q4_0.gguf1.202 GB
MiniCPM-OCR-Jev-IQ4_XS.gguf1.202 GBimatrix
MiniCPM-OCR-Jev-IQ4_NL.gguf1.236 GBimatrix
MiniCPM-OCR-Jev-IQ3_M.gguf1.059 GBimatrix
MiniCPM-OCR-Jev-IQ3_XS.gguf1.027 GBimatrix

Usage#

llama-server \
  --model ./MiniCPM-OCR-Jev-Q8_0.gguf \
  --mmproj ./mmproj-model-f16.gguf \
  --host 0.0.0.0 --port 18498 \
  --ctx-size 40960 \
  --n-gpu-layers 999

Check verdict in the response — only scored means scoring actually ran.

Deployment details: llama.cpp guide for Jev.

FormatHugging FaceModelScope
BF16 (original)🤗ModelScope
GGUF (llama.cpp) (this repo)🤗ModelScope
AWQ W4A16🤗ModelScope
GPTQ W4A16🤗ModelScope

FAQ#

Installation, model downloads, GPU memory, input formats, and unexpected outputs: FAQ.

License#

Model weights, code, and documentation are released under the Apache License 2.0.

Files

18 files · 23.1 GBWeights 1.03 GB (smallest of 15 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 18 files with their sha256
FileSizesha256
.gitattributes3.52 KB7c7e9433b8b9fa1ac965c385f40f24202b2ca90b8ec69cd6460d052d545acba3
MiniCPM-OCR-Jev-F16.gguf3.78 GB34c8b3216e614a92193898c68bac0cdcf28cf31b44ae470006fc2ae28033b4eb
MiniCPM-OCR-Jev-IQ3_M.gguf1.06 GB8699d1c256a7c471fc1281cabd6678d75f5e453ca4c1eb6cf001fc7a5d248977
MiniCPM-OCR-Jev-IQ3_XS.gguf1.03 GB19b03f7452d9841a2a36608787ecf5ac4a397cd4495250ca661cbf02c9a6bacb
MiniCPM-OCR-Jev-IQ4_NL.gguf1.24 GB990a58b6497c4c863bbe58f36437438727a6353077e6ce4a2702a1047b291806
MiniCPM-OCR-Jev-IQ4_XS.gguf1.20 GB98def07c7dad4924baae6a579795eb46291bca3af0562a5c38f23b23db6a8b9b
MiniCPM-OCR-Jev-Q4_0.gguf1.20 GB5f03a2d10e361b5f688f53fd423181bfbb838a763147f1862047c83097c49a4b
MiniCPM-OCR-Jev-Q4_1.gguf1.29 GB3c0e8c092942afba6a2769e9b5e4519198fb66ae3d438d7a6c3a1c9ab6da5008
MiniCPM-OCR-Jev-Q4_K_M.gguf1.27 GBf4921483b445b32c25c4c77ddca9f86e707b0f505ecc3dfef31e041dff6f4edb
MiniCPM-OCR-Jev-Q4_K_S.gguf1.21 GB65a9bc481afe1fb95fa1ccce99f6b2f5c69b8f7eb3f3a6ba3cb9883acd9b57ed
MiniCPM-OCR-Jev-Q5_0.gguf1.37 GB791fed0ad3228162918faf92ea00a5fe41ffcc8775aaeed5ec0b96d6a6fcbb36
MiniCPM-OCR-Jev-Q5_1.gguf1.46 GBf1dc181297d48b4d7fb94d2be092f9f80b840d561b7d53b25d2e00c6ae9e1cac
MiniCPM-OCR-Jev-Q5_K_M.gguf1.41 GBcd77ea2abd61272fd049614999e609883fdd37d8399f01023e79b4676fdaf03b
MiniCPM-OCR-Jev-Q5_K_S.gguf1.37 GB6e471e6de5f788df2d76e3ce0dbb45c636dd5ac4ef1e96361bde3c0917511b60
MiniCPM-OCR-Jev-Q6_K.gguf1.56 GB8e98ff5a8323b3a8ea704b55b63155bf2ee06a20236dce5a892cbbc997768472
MiniCPM-OCR-Jev-Q8_0.gguf2.01 GB7e5227dd810ab20c56076750cb8eeb9bbe3ea52d1b84263975ba64566e30a746
README.md3.37 KB8dde43fb3e02c5fe72bd55a7799dc7f0e06447a69d891acb07e3713f07089ff4
mmproj-model-f16.gguf671 MBcad9364b900f79a90c12e371aa07a7cb901966c9f673262379c31b051eeb313a
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6bd2b4b932 pinned now2026-11-15 04:39 UTC18 files · 23.1 GB

Use it

$ fw get openbmb/MiniCPM-OCR-Jev-gguf
# manifest sha256 c30a6a09634c… · 23.1 GB · 18 files
$ fw verify ./MiniCPM-OCR-Jev-gguf openbmb/MiniCPM-OCR-Jev-gguf
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/openbmb/MiniCPM-OCR-Jev-gguf.json --dir ./MiniCPM-OCR-Jev-gguf $ python3 fw.py verify ./MiniCPM-OCR-Jev-gguf ./openbmb__MiniCPM-OCR-Jev-gguf.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download openbmb/MiniCPM-OCR-Jev-gguf --revision 6bd2b4b932bbab92de97cea4cc6a754db96fc848 --local-dir ./MiniCPM-OCR-Jev-gguf
llama.cppDownload one GGUF variant (MiniCPM-OCR-Jev-IQ3_XS, 1.03 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download openbmb/MiniCPM-OCR-Jev-gguf --include "MiniCPM-OCR-Jev-IQ3_XS*" --local-dir ./MiniCPM-OCR-Jev-gguf $ llama-server -m ./MiniCPM-OCR-Jev-gguf/MiniCPM-OCR-Jev-IQ3_XS.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./MiniCPM-OCR-Jev-gguf/MiniCPM-OCR-Jev-IQ3_XS.gguf\n' > Modelfile $ ollama create minicpm-ocr-jev-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
8dde43fb3e02c5fe72bd55a7799dc7f0e06447a69d891acb07e3713f07089ff4
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: openbmb <huggingface.co/openbmb>Newsgroups: alt.freeweights.minicpmSubject: MiniCPM-OCR-Jev-ggufDate: 2026-11-15Commit: 6bd2b4bSigned: 2DC28CC7B26A283B ✓
Upstream
openbmb/MiniCPM-OCR-Jev-gguf
Pinned commit
6bd2b4b932bbab92de97cea4cc6a754db96fc848
Manifest
MiniCPM-OCR-Jev-gguf.json · .minisig
Manifest sha256
c30a6a09634c4b4d0048e219e2e7b0d49e846f76a178248ede849f76daec8c95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 04:39 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/openbmb/MiniCPM-OCR-Jev-gguf.json $ curl -O https://freeweights.allternit.com/manifests/openbmb/MiniCPM-OCR-Jev-gguf.json.minisig $ minisign -Vm MiniCPM-OCR-Jev-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-OCR-Jev · 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 openbmb/MiniCPM-OCR-Jev-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-OCR-Jev-gguf.json. Provenance. Takedown history: none.
Source
huggingface.co/openbmb/MiniCPM-OCR-Jev-gguf

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