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alt.freeweights.qwen / Qwen3-Reranker-0.6B-Q8_0-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.qwenSubject:

Qwen3-Reranker-0.6B-Q8_0-GGUF

Date: 2026-11-14Commit: a02f48bSigned: 2DC28CC7B26A283B ✓

Text ranking model. Gguf weights, 639 MB in all. Published by ggml-org under Apache-2.0.

qwen639MBQwen3-Reranker-0.6B-Q8_0-GGUFggufpermissive
FactsParamsnot statedSize639 MBFormatsggufTasktext rankingLicenseApache-2.0From sourcepermissive
$ fw get ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF
# manifest sha256 23746575e24b… · 639 MB · 3 files
$ fw verify ./Qwen3-Reranker-0.6B-Q8_0-GGUF ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF
From sourceHosted (signed)ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUFLast check: 2026-11-14 21:28 UTC
Run at homeGet help

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

Quantized of Qwen3-Reranker-0.6B.

Works with

Run11Convert1Evaluate1Scan1Apps16

Convert with

ggml

Evaluate with

MTEB

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
639 MB
Weights
639 MB (GGUF)
Parameters
not stated
Formats
gguf
Task
text ranking
License
Apache-2.0 (permissive)
Files
3, each with a sha256
Publisher
ggml-org
Added
2026-11-14
Section
alt.freeweights.qwen
Lineage

Original release from the publisher.

Base model: Qwen/Qwen3-Reranker-0.6B

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.co2026-11-14 21:28 UTCpassed

Model card

From the publisher at commit a02f48b. Shown as plain text with links; images open at the publisher.

ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF#

This model was converted to GGUF format from Qwen/Qwen3-Reranker-0.6B using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Files

3 files · 639 MBWeights 639 MB (GGUF). Sizes and sha256 from the signed manifest.
Hide all 3 files with their sha256
FileSizesha256
.gitattributes1.58 KB3ea9b41ff45533314c75adca163bbdb27de0804b0abfb0d796405fe5eb19e5af
README.md540 B5538c6bce0ab02f680fd0f17ab538e2acfb06fd51376d64ce218edf09c855bfb
qwen3-reranker-0.6b-q8_0.gguf639 MB22c9979ce4fbcdc5acdc310c6641c32797eff1aa980b8f7a2db8a8ea23429a48
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a02f48bb4f pinned now manifest updated, same commit2026-11-14 21:28 UTC3 files · 639 MB
a02f48bb4f2026-11-14 21:28 UTC3 files · 639 MB

Use it

$ fw get ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF
# manifest sha256 23746575e24b… · 639 MB · 3 files
$ fw verify ./Qwen3-Reranker-0.6B-Q8_0-GGUF ggml-org/Qwen3-Reranker-0.6B-Q8_0-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/Qwen3-Reranker-0.6B-Q8_0-GGUF.json --dir ./Qwen3-Reranker-0.6B-Q8_0-GGUF $ python3 fw.py verify ./Qwen3-Reranker-0.6B-Q8_0-GGUF ./ggml-org__Qwen3-Reranker-0.6B-Q8_0-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF --revision a02f48bb4f057028298c21fa033da2b30d7742d5 --local-dir ./Qwen3-Reranker-0.6B-Q8_0-GGUF
llama.cppDownload one GGUF variant (qwen3-reranker-0.6b-q8_0, 639 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF --include "qwen3-reranker-0.6b-q8_0*" --local-dir ./Qwen3-Reranker-0.6B-Q8_0-GGUF $ llama-server -m ./Qwen3-Reranker-0.6B-Q8_0-GGUF/qwen3-reranker-0.6b-q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./Qwen3-Reranker-0.6B-Q8_0-GGUF/qwen3-reranker-0.6b-q8_0.gguf\n' > Modelfile $ ollama create qwen3-reranker-0.6b-q8-0-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. 2026-11-14
Text in
README.md
Text sha256
5538c6bce0ab02f680fd0f17ab538e2acfb06fd51376d64ce218edf09c855bfb
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: Qwen3-Reranker-0.6B-Q8_0-GGUFDate: 2026-11-14Commit: a02f48bSigned: 2DC28CC7B26A283B ✓
Upstream
ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF
Pinned commit
a02f48bb4f057028298c21fa033da2b30d7742d5
Manifest
Qwen3-Reranker-0.6B-Q8_0-GGUF.json · .minisig
Manifest sha256
23746575e24bbbeb1302c0efd6819963125c10a2bcab365a23a3e9a378be8f9e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 21:28 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF.json.minisig $ minisign -Vm Qwen3-Reranker-0.6B-Q8_0-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

Qwen/Qwen3-Reranker-0.6B · 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/Qwen3-Reranker-0.6B-Q8_0-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen3-Reranker-0.6B-Q8_0-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF

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