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alt.freeweights.gemma / embeddinggemma-2-GGUF
From: ggml-org <huggingface.co/ggml-org>Newsgroups: alt.freeweights.gemmaSubject:

embeddinggemma-2-GGUF

Date: 2026-11-14Commit: 6ea3e3aSigned: 2DC28CC7B26A283B ✓

Feature extraction model. Gguf weights, 2.40 GB in all. Published by ggml-org under Apache-2.0.

gemma2.40GBembeddinggemma-2-GGUFggufpermissive
FactsParamsnot statedSize2.40 GBFormatsggufTaskfeature extractionLicenseApache-2.0From sourcepermissive
$ fw get ggml-org/embeddinggemma-2-GGUF
# manifest sha256 80d4f6030bdf… · 2.40 GB · 8 files
$ fw verify ./embeddinggemma-2-GGUF ggml-org/embeddinggemma-2-GGUF
From sourceHosted (signed)ggml-org/embeddinggemma-2-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 embeddinggemma-2.

Works with

Run11Convert1Evaluate1Scan1Apps16

Convert with

ggml

Evaluate with

MTEB

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
2.40 GB
Weights
310 MB (smallest of 2 GGUF variants)
Parameters
not stated
Formats
gguf
Task
feature extraction
License
Apache-2.0 (permissive)
Files
8, each with a sha256
Publisher
ggml-org
Added
2026-11-14
Section
alt.freeweights.gemma
Lineage

Original release from the publisher.

Base model: google/embeddinggemma-2

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 6ea3e3a. Shown as plain text with links; images open at the publisher.

embeddinggemma-2#

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

Or from the terminal:

llama serve -hf ggml-org/embeddinggemma-2-GGUF
Source models#

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

Files

8 files · 2.40 GBWeights 310 MB (smallest of 2 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 8 files with their sha256
FileSizesha256
.gitattributes1.78 KBfbb339ed363c80d70376c0d61803e1c2f188ef519cd0a4d5a946727f5930b6ee
.src_sha49 B91ca3e6bb213593608737c37563fb48aff386d85bdc95306b59f2744b60f2d9e
README.md449 B319bbb434d2abe8f54f8571fa1e90973aa3cde85ab260312b7b7f8e3d9da02f5
convert.log296 KB9f765a635d7779a63d0f9ea2b7a40be2e9e35c6ef114f250092bd8941e0144bc
embeddinggemma-2-BF16.gguf558 MB68bae29d62fb8c7d23e98d21fd4662753ddd636e6b62b8a70dfe059a9844f216
embeddinggemma-2-Q8_0.gguf310 MB2188ac1deca4b77dffefd603c2776a9d76d9d74ec01841392982ebb840b09135
mmproj-embeddinggemma-2-BF16.gguf982 MBcc8d7eb30a9984c5128d6b1ccdec7510bfce213dc92a840be0d20e2a62b26bcd
mmproj-embeddinggemma-2-Q8_0.gguf555 MB0531309472a6bc6f4b146c3736eee7795ec9db1903c25490d3c937490cef6dd8
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
6ea3e3a309 pinned now manifest updated, same commit2026-11-14 21:28 UTC8 files · 2.40 GB
6ea3e3a3092026-11-14 21:28 UTC8 files · 2.40 GB

Use it

$ fw get ggml-org/embeddinggemma-2-GGUF
# manifest sha256 80d4f6030bdf… · 2.40 GB · 8 files
$ fw verify ./embeddinggemma-2-GGUF ggml-org/embeddinggemma-2-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/embeddinggemma-2-GGUF.json --dir ./embeddinggemma-2-GGUF $ python3 fw.py verify ./embeddinggemma-2-GGUF ./ggml-org__embeddinggemma-2-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/embeddinggemma-2-GGUF --revision 6ea3e3a309d12a4779cfda98b8c19800d2d5da71 --local-dir ./embeddinggemma-2-GGUF
llama.cppDownload one GGUF variant (embeddinggemma-2-Q8_0, 310 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ggml-org/embeddinggemma-2-GGUF --include "embeddinggemma-2-Q8_0*" --local-dir ./embeddinggemma-2-GGUF $ llama-server -m ./embeddinggemma-2-GGUF/embeddinggemma-2-Q8_0.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./embeddinggemma-2-GGUF/embeddinggemma-2-Q8_0.gguf\n' > Modelfile $ ollama create embeddinggemma-2-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
319bbb434d2abe8f54f8571fa1e90973aa3cde85ab260312b7b7f8e3d9da02f5
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.gemmaSubject: embeddinggemma-2-GGUFDate: 2026-11-14Commit: 6ea3e3aSigned: 2DC28CC7B26A283B ✓
Upstream
ggml-org/embeddinggemma-2-GGUF
Pinned commit
6ea3e3a309d12a4779cfda98b8c19800d2d5da71
Manifest
embeddinggemma-2-GGUF.json · .minisig
Manifest sha256
80d4f6030bdf50222f744f1ae3feaa1befcc5c1f66ade200cfd38aa7bd586ad5
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/embeddinggemma-2-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/ggml-org/embeddinggemma-2-GGUF.json.minisig $ minisign -Vm embeddinggemma-2-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

google/embeddinggemma-2 · 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/embeddinggemma-2-GGUF
Open in Freeweights Studio

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

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

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