alt.freeweights.minicpm / MiniCPM-V-4.6-GGUF

From:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.minicpmSubject:

MiniCPM-V-4.6-GGUF

Date: 2026-11-15Commit: 1d73353Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 4.70 GB in all. Published by ggml-org under Apache-2.0.

minicpm

4.70GBMiniCPM-V-4.6-GGUFggufpermissive

FactsParamsnot statedSize4.70 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/MiniCPM-V-4.6-GGUF
# manifest sha256 bfe558706116… · 4.70 GB · 7 files
$ fw verify ./MiniCPM-V-4.6-GGUF ggml-org/MiniCPM-V-4.6-GGUF

From sourceHosted (signed)ggml-org/MiniCPM-V-4.6-GGUFLast check: 2026-11-15 05:04 UTC

Run at home Get help

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

Quantized of MiniCPM-V-4.6.

Works with

Run13 Convert1 Evaluate13 Scan12 Apps62

Runs with

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

Text Generation WebUI mistral.rs

Ollama

llama.cpp LocalAI

BitNet llamafile KoboldCpp PocketPal AI llama-swap ik_llama.cpp RamaLama

Show all 13

Maid

Convert with

ggml

Evaluate with

Opik DeepEval Ragas lm-evaluation-harness OpenCompass SWE-bench

simple-evals TruLens HELM

LightEval

Evaluate Weave

Show all 13

Autoevals

Scan with

promptfoo garak Guardrails NeMo Guardrails Giskard DeepTeam AI Fairness 360 Fairlearn Detoxify MCP Scanner AgentDojo ModelScan

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 4.70 GB
Weights: 529 MB (smallest of 3 GGUF variants)
Parameters: not stated
Formats: gguf
Task: image text to text
License: Apache-2.0 (permissive)
Files: 7, each with a sha256
Publisher: ggml-org
Added: 2026-11-15
Section: alt.freeweights.minicpm

Lineage

Original release from the publisher.

Base model: openbmb/MiniCPM-V-4.6

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

Badge	Host	Last check	Result
From source	huggingface.co	2026-11-15 05:04 UTC	passed

Model card

From the publisher at commit 1d73353. Shown as plain text with links; images open at the publisher.

MiniCPM-V-4.6-GGUF#

Original model: https://huggingface.co/openbmb/MiniCPM-V-4.6

Files

7 files · 4.70 GBWeights 529 MB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 7 files with their sha256

File	Size	sha256
.gitattributes	1.83 KB	fa7d52c31634f03bb32ab20f5b50365fdd1a064fca57723f4a7d1eab72a66ce3
MiniCPM-V-4.6-Q4_K_M.gguf	529 MB	b1a5aa76b5ef039c2e579272ea33d4bbed7e79b49bb3ff1efdb23316d6af5199
MiniCPM-V-4.6-Q8_0.gguf	812 MB	9b80dff0d2757bd298a10a1cd39ee8ab577c974826da5c6cef6b86472a45a0c3
MiniCPM-V-4.6-bf16.gguf	1.52 GB	ba06adb9373cfa2ad34ef5b6b5fadc725df730b551d84675db6c5d576370b646
README.md	180 B	a7a6e518f169553cd0cdcacb4cb3ec14207591740ea38f7feb1c812e215298e6
mmproj-MiniCPM-V-4.6-Q8_0.gguf	728 MB	3d8249cdd0e1cb699644eb021fbcc04320aad89fa5dc9234ef94db0846556581
mmproj-MiniCPM-V-4.6-bf16.gguf	1.11 GB	296d4c329dce9a801ca17c3091a869fd2b15fe456088137c96efe85dd277abfe

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
1d73353fab pinned now	2026-11-15 05:04 UTC	7 files · 4.70 GB

Use it

$ fw get ggml-org/MiniCPM-V-4.6-GGUF
# manifest sha256 bfe558706116… · 4.70 GB · 7 files
$ fw verify ./MiniCPM-V-4.6-GGUF ggml-org/MiniCPM-V-4.6-GGUF

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/ggml-org/MiniCPM-V-4.6-GGUF.json --dir ./MiniCPM-V-4.6-GGUF
$ python3 fw.py verify ./MiniCPM-V-4.6-GGUF ./ggml-org__MiniCPM-V-4.6-GGUF.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/MiniCPM-V-4.6-GGUF --revision 1d73353fab60fe6040ab73eb1e457e2aab210100 --local-dir ./MiniCPM-V-4.6-GGUF

llama.cppDownload one GGUF variant (MiniCPM-V-4.6-Q4_K_M, 529 MB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/MiniCPM-V-4.6-GGUF --include "MiniCPM-V-4.6-Q4_K_M*" --local-dir ./MiniCPM-V-4.6-GGUF
$ llama-server -m ./MiniCPM-V-4.6-GGUF/MiniCPM-V-4.6-Q4_K_M.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./MiniCPM-V-4.6-GGUF/MiniCPM-V-4.6-Q4_K_M.gguf\n' > Modelfile
$ ollama create minicpm-v-4.6-gguf -f Modelfile

Run at home

License

Name: Apache License 2.0
Id: Apache-2.0
Class: Permissive
Redistribution: yes
Listing: Hosted (signed)
Decided: License as declared by the publisher. No person read it. 2026-11-15
Text in: README.md
Text sha256: a7a6e518f169553cd0cdcacb4cb3ec14207591740ea38f7feb1c812e215298e6
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:

ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.minicpmSubject: MiniCPM-V-4.6-GGUFDate: 2026-11-15Commit: 1d73353Signed: 2DC28CC7B26A283B ✓

Upstream: ggml-org/MiniCPM-V-4.6-GGUF
Pinned commit: 1d73353fab60fe6040ab73eb1e457e2aab210100
Manifest: MiniCPM-V-4.6-GGUF.json · .minisig
Manifest sha256: bfe55870611655762f38f700194123058dd7a64551332584d1cf73c327bb4976
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:04 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/MiniCPM-V-4.6-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/MiniCPM-V-4.6-GGUF.json.minisig
$ minisign -Vm MiniCPM-V-4.6-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-V-4.6 · 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 ggml-org/MiniCPM-V-4.6-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-V-4.6-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/MiniCPM-V-4.6-GGUF

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