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alt.freeweights.qwen / Kev-4B-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.qwenSubject:

Kev-4B-GGUF

Date: 2026-11-15Commit: f4624b6Signed: 2DC28CC7B26A283B ✓

Text classification model. Gguf weights, 15.9 GB in all. Published by ggml-org under Apache-2.0.

qwen15.9GBKev-4B-GGUFggufpermissive
FactsParamsnot statedSize15.9 GBFormatsggufTasktext classificationLicenseApache-2.0From sourcepermissive
$ fw get ggml-org/Kev-4B-GGUF
# manifest sha256 53b124daae46… · 15.9 GB · 7 files
$ fw verify ./Kev-4B-GGUF ggml-org/Kev-4B-GGUF
From sourceHosted (signed)ggml-org/Kev-4B-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 kev-4b.

Works with

Run11Convert1Scan1

Convert with

ggml

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
15.9 GB
Weights
3.03 GB (smallest of 3 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text classification
License
Apache-2.0 (permissive)
Files
7, each with a sha256
Publisher
ggml-org
Added
2026-11-15
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: jaredpalmer/kev-4b

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 f4624b6. Shown as plain text with links; images open at the publisher.

Kev-4B#

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

Or from the terminal:

llama serve -hf ggml-org/Kev-4B-GGUF

This is a decision model, to be used via /v1/systemone API. See https://github.com/ggml-org/llama.cpp/pull/29818

Source models#

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

Files

7 files · 15.9 GBWeights 3.03 GB (smallest of 3 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 7 files with their sha256
FileSizesha256
.gitattributes1.68 KBb48a7d5a4bbbe55abb5842f192a03bb7162ba0fb7eece40331b18f910e5da715
.src_sha49 Be676be423252c4e637970d5a15bee98b11b0b9053542a3c646c31983e54b098c
Kev-4B-BF16.gguf8.43 GBc690ee43d8244f7cd7dd960aebaadda3666e68bd69aba1af9135737b4f0595d9
Kev-4B-Q4_K_M.gguf3.03 GB33ae6b18926502b2209a1bf7d3b61a350d65938441515c686bb87d226a19eff9
Kev-4B-Q8_0.gguf4.48 GB7c2ebed90560522c2801389db482ac1dc4c36d828f201f6074c1d60e433948da
README.md587 Ba44a3a4be61ed23530aa27c0701e163267881b266500037528a5e4edc15b4863
convert.log217 KBff24b3119859e53ed30a756394a0c95357c0f71fe673932efdbe31abf4c44eb1
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
f4624b6bb7 pinned now2026-11-15 04:39 UTC7 files · 15.9 GB

Use it

$ fw get ggml-org/Kev-4B-GGUF
# manifest sha256 53b124daae46… · 15.9 GB · 7 files
$ fw verify ./Kev-4B-GGUF ggml-org/Kev-4B-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/Kev-4B-GGUF.json --dir ./Kev-4B-GGUF $ python3 fw.py verify ./Kev-4B-GGUF ./ggml-org__Kev-4B-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Kev-4B-GGUF --revision f4624b6bb7072f1bab726a622c1cad3f96030b9e --local-dir ./Kev-4B-GGUF
llama.cppDownload one GGUF variant (Kev-4B-Q4_K_M, 3.03 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Kev-4B-GGUF --include "Kev-4B-Q4_K_M*" --local-dir ./Kev-4B-GGUF $ llama-server -m ./Kev-4B-GGUF/Kev-4B-Q4_K_M.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./Kev-4B-GGUF/Kev-4B-Q4_K_M.gguf\n' > Modelfile $ ollama create kev-4b-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
a44a3a4be61ed23530aa27c0701e163267881b266500037528a5e4edc15b4863
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.qwenSubject: Kev-4B-GGUFDate: 2026-11-15Commit: f4624b6Signed: 2DC28CC7B26A283B ✓
Upstream
ggml-org/Kev-4B-GGUF
Pinned commit
f4624b6bb7072f1bab726a622c1cad3f96030b9e
Manifest
Kev-4B-GGUF.json · .minisig
Manifest sha256
53b124daae467fa4da33581d5d86cdebc89de171531f84b16cf24af150ca5a94
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/Kev-4B-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/Kev-4B-GGUF.json.minisig $ minisign -Vm Kev-4B-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

jaredpalmer/kev-4b · 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/Kev-4B-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Kev-4B-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/ggml-org/Kev-4B-GGUF

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