alt.freeweights.text / Clef-GGUF

From:

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

Clef-GGUF

Date: 2026-11-15Commit: 415c1d2Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 104 GB in all. Published by ggml-org under Apache-2.0.

text

104GBClef-GGUFggufpermissive

FactsParamsnot statedSize104 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/Clef-GGUF
# manifest sha256 6aa8b6963dcc… · 104 GB · 9 files
$ fw verify ./Clef-GGUF ggml-org/Clef-GGUF

From sourceHosted (signed)ggml-org/Clef-GGUFLast check: 2026-11-15 04:41 UTC

Run at home Get help

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

Quantized of clef.

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: 104 GB
Weights: 19.5 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: Cloudflare/clef

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 04:41 UTC	passed

Model card

From the publisher at commit 415c1d2. Shown as plain text with links; images open at the publisher.

Clef#

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

Or from the terminal:

llama serve -hf ggml-org/Clef-GGUF

This is a decision model, to be used via /v1/systemone API. Requires https://github.com/ggml-org/llama.cpp/pull/29831

Source models#

https://huggingface.co/Cloudflare/clef

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

Files

9 files · 104 GBWeights 19.5 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 9 files with their sha256

File	Size	sha256
.gitattributes	1.79 KB	0030f3e46c310614ef5a8207368fff4f3815027ced2091d23bb721eef32a3af7
.src_sha	49 B	d70490594a6b091234e8567c1db8cac38a934cb4f91fd7763cedd1a05d45e2e8
Clef-BF16.gguf	54.1 GB	ac3f87ecddb216a2b1d6571f0b65a2b88a33ba3c661c05f63f8a076cdd0cbe5f
Clef-Q4_K_M.gguf	19.5 GB	06a819954debafc9664ac6bf3898818185d21d7efe36d0f01009d9958bf6e1fd
Clef-Q8_0.gguf	28.7 GB	728801f58fcebb35e60bb2ac0cf63fc33e3137b07581da132c1f0f5c5e2149fe
README.md	535 B	1161475301a1e9947c6cdd2b4a98bd9098f6a99e71e23c96f1d1bf1aeb30185b
convert.log	523 KB	2c4b9ad1958b0ab6827a9db0324b04600ebbe0be67b3d48b214bb676de963aac
mmproj-Clef-BF16.gguf	931 MB	cbcc18d1ae7354d843865dbc1c6b494d2d6204329973ee4567e9790548bdb0e4
mmproj-Clef-Q8_0.gguf	629 MB	744ad2db24c336fc9120dd5ba06344c0601b9efd365fe96be01ce5c4e6ab64cf

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

Upstream commit	Date	Contents
415c1d23f2 pinned now	2026-11-15 04:41 UTC	9 files · 104 GB

Use it

$ fw get ggml-org/Clef-GGUF
# manifest sha256 6aa8b6963dcc… · 104 GB · 9 files
$ fw verify ./Clef-GGUF ggml-org/Clef-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/Clef-GGUF.json --dir ./Clef-GGUF
$ python3 fw.py verify ./Clef-GGUF ./ggml-org__Clef-GGUF.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Clef-GGUF --revision 415c1d23f2355fb087cfd4cdb2c04ff6422f4970 --local-dir ./Clef-GGUF

llama.cppDownload one GGUF variant (Clef-Q4_K_M, 19.5 GB), then serve it.

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

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./Clef-GGUF/Clef-Q4_K_M.gguf\n' > Modelfile
$ ollama create clef-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: 1161475301a1e9947c6cdd2b4a98bd9098f6a99e71e23c96f1d1bf1aeb30185b
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: Clef-GGUFDate: 2026-11-15Commit: 415c1d2Signed: 2DC28CC7B26A283B ✓

Upstream: ggml-org/Clef-GGUF
Pinned commit: 415c1d23f2355fb087cfd4cdb2c04ff6422f4970
Manifest: Clef-GGUF.json · .minisig
Manifest sha256: 6aa8b6963dcce541926421b2b89e490d588ec4ba731b73fdefb74466d2766798
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 04:41 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

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

Cloudflare/clef · 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/Clef-GGUF

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. Clef-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/Clef-GGUF

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