alt.freeweights.text / Clef-Flash-GGUF

From:

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

Clef-Flash-GGUF

Date: 2026-11-15Commit: c3d9254Signed: 2DC28CC7B26A283B ✓

Image text to text model. Gguf weights, 36.1 GB in all. Published by ggml-org under Apache-2.0.

text

36.1GBClef-Flash-GGUFggufpermissive

FactsParamsnot statedSize36.1 GBFormatsggufTaskimage text to textLicenseApache-2.0From sourcepermissive

$ fw get ggml-org/Clef-Flash-GGUF
# manifest sha256 e1caa48f2674… · 36.1 GB · 9 files
$ fw verify ./Clef-Flash-GGUF ggml-org/Clef-Flash-GGUF

From sourceHosted (signed)ggml-org/Clef-Flash-GGUFLast check: 2026-11-15 04:39 UTC

Run at home Get help

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

Quantized of clef-flash.

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: 36.1 GB
Weights: 6.73 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-flash

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 04:39 UTC	passed

Model card

From the publisher at commit c3d9254. Shown as plain text with links; images open at the publisher.

Clef-Flash#

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

Or from the terminal:

llama serve -hf ggml-org/Clef-Flash-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-flash

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

Files

9 files · 36.1 GBWeights 6.73 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 9 files with their sha256

File	Size	sha256
.gitattributes	1.82 KB	759212a3ea6004e0f22ac035f69bc188c10f49250200caa36650a9a3f3276664
.src_sha	49 B	0d38c7d81ad0ea0d3e104aa4653c849779dba1607ba1e6343b86a66d47b6085e
Clef-Flash-BF16.gguf	18.2 GB	34635743fc1cb4332ea7a68d6951ac224c137010f9aa46aaf3f3a8a0ae6e15b8
Clef-Flash-Q4_K_M.gguf	6.73 GB	eef2968c238a80d49d340430f22410ea3db9934ad1c6fdb233a503cbf9a9b54e
Clef-Flash-Q8_0.gguf	9.66 GB	25f801e2a27610b0ccc0cb1558d7eda3d7a304e34e2c4a04e3079357ff7d906e
README.md	559 B	65d7f50489d2d592913c33fff5d51fc3105eacfa0cd8fdc706a4a9d904a7a53b
convert.log	337 KB	299919fafaa96f4f382ea30d2a5d96595572863b22b30e921b93c01e383e8966
mmproj-Clef-Flash-BF16.gguf	922 MB	477598b2425d3aea55fefb895c414e04bda1ee2ec55878d78e850cb8b420d8d6
mmproj-Clef-Flash-Q8_0.gguf	624 MB	9dd8bc279f57d33b0697d4d0fe900fe751a24c9e3d30ab90969d4714ffc0722d

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

Upstream commit	Date	Contents
c3d9254545 pinned now	2026-11-15 04:39 UTC	9 files · 36.1 GB

Use it

$ fw get ggml-org/Clef-Flash-GGUF
# manifest sha256 e1caa48f2674… · 36.1 GB · 9 files
$ fw verify ./Clef-Flash-GGUF ggml-org/Clef-Flash-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-Flash-GGUF.json --dir ./Clef-Flash-GGUF
$ python3 fw.py verify ./Clef-Flash-GGUF ./ggml-org__Clef-Flash-GGUF.json

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

$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Clef-Flash-GGUF --revision c3d925454595d792d5333da8b35f3c09911f7568 --local-dir ./Clef-Flash-GGUF

llama.cppDownload one GGUF variant (Clef-Flash-Q4_K_M, 6.73 GB), then serve it.

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

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./Clef-Flash-GGUF/Clef-Flash-Q4_K_M.gguf\n' > Modelfile
$ ollama create clef-flash-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: 65d7f50489d2d592913c33fff5d51fc3105eacfa0cd8fdc706a4a9d904a7a53b
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-Flash-GGUFDate: 2026-11-15Commit: c3d9254Signed: 2DC28CC7B26A283B ✓

Upstream: ggml-org/Clef-Flash-GGUF
Pinned commit: c3d925454595d792d5333da8b35f3c09911f7568
Manifest: Clef-Flash-GGUF.json · .minisig
Manifest sha256: e1caa48f2674865095d5fbb48a7fa1ef98a802cb653bbfbd6ed385924970a6ab
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/ggml-org/Clef-Flash-GGUF.json
$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Clef-Flash-GGUF.json.minisig
$ minisign -Vm Clef-Flash-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-flash · 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-Flash-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-Flash-GGUF.json. Provenance. Takedown history: none.

Source

huggingface.co/ggml-org/Clef-Flash-GGUF

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