alt.freeweights.text / Mage-VL-Cowork-GGUF

From:

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

Mage-VL-Cowork-GGUF

Date: 2026-11-15Commit: bd54c17Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 17.3 GB in all. Published by ggml-org under Apache-2.0.

text

17.3GBMage-VL-Cowork-GGUFggufpermissive

FactsParamsnot statedSize17.3 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/Mage-VL-Cowork-GGUF
# manifest sha256 3041dc8e113e… · 17.3 GB · 9 files
$ fw verify ./Mage-VL-Cowork-GGUF ggml-org/Mage-VL-Cowork-GGUF

From sourceHosted (signed)ggml-org/Mage-VL-Cowork-GGUFLast check: 2026-11-15 05:07 UTC

Run at home Get help

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

Quantized of Mage-VL-Cowork.

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: 17.3 GB
Weights: 2.72 GB (smallest of 3 GGUF variants)
Parameters: not stated
Formats: gguf
Task: image text to text
License: Apache-2.0 (permissive)
Files: 9, each with a sha256
Publisher: ggml-org
Added: 2026-11-15
Section: alt.freeweights.text

Lineage

Original release from the publisher.

Base model: microsoft/Mage-VL-Cowork

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 05:07 UTC	passed

Model card

From the publisher at commit bd54c17. Shown as plain text with links; images open at the publisher.

Mage-VL-Cowork#

Run it in the Llama app: https://llama.app

Or from the terminal:

llama serve -hf ggml-org/Mage-VL-Cowork-GGUF

Source models#

https://huggingface.co/microsoft/Mage-VL-Cowork

Notes#

Requires a llama.cpp build that includes https://github.com/ggml-org/llama.cpp/pull/31819

Important. This model is automatically converted using https://github.com/ggml-org/convert

Files

9 files · 17.3 GBWeights 2.72 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 9 files with their sha256

File	Size	sha256
.gitattributes	1.84 KB	040c79c3bb60eae369c69d375b4fa104146daaed845f346f0bcf0bcea5c965f8
.src_sha	49 B	bf84f752a3e29c18b5cdae6a0de04375397d49c4ea6208521866fe6abb821eaf
Mage-VL-Cowork-BF16.gguf	8.83 GB	582ee5086a5f9fb353fb2f9ecf19c1ec76feaa4ce8e8ec68eb42e313a71681ef
Mage-VL-Cowork-Q4_K_M.gguf	2.72 GB	21bed9d46de020df340f94cb0a7090b8de7600b59ba9ce8a892f3df55c9a18da
Mage-VL-Cowork-Q8_0.gguf	4.69 GB	9e4e8cffa71d938bcabc8f7642476560d8bed757ff5e15caf4a8a45d3f59651e
README.md	538 B	a0f44bd1176391862f64081c85faa70239634bed02714def1b2fa4e8db83e339
convert.log	232 KB	a51211ad1807101812811e0e0106d62412d0fef394b97a8a0c82ffe0319744f8
mmproj-Mage-VL-Cowork-BF16.gguf	663 MB	093dc87b664d40ba0f2983c97cbb4e7fd066f46cb5fb31021cc944aaf756797b
mmproj-Mage-VL-Cowork-Q8_0.gguf	354 MB	36e6269f4462e55b32744386685e00325a634fa6d5d485f9b91d59491810be21

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

Upstream commit	Date	Contents
bd54c17504 pinned now	2026-11-15 05:07 UTC	9 files · 17.3 GB

Use it

$ fw get ggml-org/Mage-VL-Cowork-GGUF
# manifest sha256 3041dc8e113e… · 17.3 GB · 9 files
$ fw verify ./Mage-VL-Cowork-GGUF ggml-org/Mage-VL-Cowork-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/Mage-VL-Cowork-GGUF.json --dir ./Mage-VL-Cowork-GGUF
$ python3 fw.py verify ./Mage-VL-Cowork-GGUF ./ggml-org__Mage-VL-Cowork-GGUF.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Mage-VL-Cowork-GGUF --revision bd54c175044fb33eeb70fbb58242233c61f6a390 --local-dir ./Mage-VL-Cowork-GGUF

llama.cppDownload one GGUF variant (Mage-VL-Cowork-Q4_K_M, 2.72 GB), then serve it.

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

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./Mage-VL-Cowork-GGUF/Mage-VL-Cowork-Q4_K_M.gguf\n' > Modelfile
$ ollama create mage-vl-cowork-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: a0f44bd1176391862f64081c85faa70239634bed02714def1b2fa4e8db83e339
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.textSubject: Mage-VL-Cowork-GGUFDate: 2026-11-15Commit: bd54c17Signed: 2DC28CC7B26A283B ✓

Upstream: ggml-org/Mage-VL-Cowork-GGUF
Pinned commit: bd54c175044fb33eeb70fbb58242233c61f6a390
Manifest: Mage-VL-Cowork-GGUF.json · .minisig
Manifest sha256: 3041dc8e113efc057a6afc6f731ffce2c28df6ba74153ca32faa8ed8eea1d67f
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:07 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Mage-VL-Cowork-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Mage-VL-Cowork-GGUF.json.minisig
$ minisign -Vm Mage-VL-Cowork-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

microsoft/Mage-VL-Cowork · 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/Mage-VL-Cowork-GGUF

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. Mage-VL-Cowork-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/Mage-VL-Cowork-GGUF

Related models

All of alt.freeweights.text →

From: laion <huggingface.co/laion>Subject: a2-rl-e2egit_large-50-32B

From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B

From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B

From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B

From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B

From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_mix_h2_language_proportional-65-8B