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alt.freeweights.granite / granite-embedding-107m-multilingual-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.graniteSubject:

granite-embedding-107m-multilingual-GGUF

Date: 2026-11-15Commit: fe02f28Signed: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 475 MB in all. Published by lmstudio-community under Apache-2.0.

granite475MBgranite-embedding-107m-multilingual-GGUFggufpermissive
FactsParamsnot statedSize475 MBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/granite-embedding-107m-multilingual-GGUF
# manifest sha256 71a51886c7ff… · 475 MB · 6 files
$ fw verify ./granite-embedding-107m-multilingual-GGUF lmstudio-community/granite-embedding-107m-multilingual-GGUF
From sourceHosted (signed)lmstudio-community/granite-embedding-107m-multilingual-GGUFLast check: 2026-11-15 05:21 UTC
Run at homeGet help

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

Quantized of granite-embedding-107m-multilingual.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
475 MB
Weights
116 MB (smallest of 4 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text generation
License
Apache-2.0 (permissive)
Files
6, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.granite
Lineage

Original release from the publisher.

Base model: ibm-granite/granite-embedding-107m-multilingual

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 05:21 UTCpassed

Model card

From the publisher at commit fe02f28. Shown as plain text with links; images open at the publisher.

💫 Community Model> granite embedding 107m multilingual by Ibm-Granite#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: ibm-granite

Original model: granite-embedding-107m-multilingual

GGUF quantization: provided by bartowski based on llama.cpp release b4381

Technical Details#

Embedding model with vector size 384

Max length of 512 tokens

107 million parameters for high quality fast embedding

Supported Languages: English, German, Spanish, French, Japanese, Portuguese, Arabic, Czech, Italian, Korean, Dutch, and Chinese.

Special thanks#

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

Disclaimers#

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.

Files

6 files · 475 MBWeights 116 MB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.85 KB984db99a1fdb80527b74c1187c2ee02b4edd39008af6bd2be43a33542052e6d5
README.md16.7 KBa883e8183211bdded040cfd7fde13202f3c8380428d04ba8d8a1bb3501354728
granite-embedding-107m-multilingual-Q3_K_L.gguf116 MB619e8bddbfb2d74bf1d7b5e268ade65013b93c13c6fef875f6fc458001e75720
granite-embedding-107m-multilingual-Q4_K_M.gguf117 MB4a0115de29aeeedc73175f14c6e2eee9da1d4b586cbe4c1e95b68b7e36aff36a
granite-embedding-107m-multilingual-Q6_K.gguf120 MB2b5307c4a5159d1c4544f18d313a819cdcead55fa7a5639f5f5e449afdda1b63
granite-embedding-107m-multilingual-Q8_0.gguf121 MB15691dfe830257f569a1e3521977351d16eac18e48e414908dc98ed9b8455e07
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
fe02f2818f pinned now2026-11-15 05:21 UTC6 files · 475 MB

Use it

$ fw get lmstudio-community/granite-embedding-107m-multilingual-GGUF
# manifest sha256 71a51886c7ff… · 475 MB · 6 files
$ fw verify ./granite-embedding-107m-multilingual-GGUF lmstudio-community/granite-embedding-107m-multilingual-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/granite-embedding-107m-multilingual-GGUF.json --dir ./granite-embedding-107m-multilingual-GGUF $ python3 fw.py verify ./granite-embedding-107m-multilingual-GGUF ./lmstudio-community__granite-embedding-107m-multilingual-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/granite-embedding-107m-multilingual-GGUF --revision fe02f2818f3aefb661ec656cab3be19024e40acd --local-dir ./granite-embedding-107m-multilingual-GGUF
llama.cppDownload one GGUF variant (granite-embedding-107m-multilingual-Q3_K_L, 116 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/granite-embedding-107m-multilingual-GGUF --include "granite-embedding-107m-multilingual-Q3_K_L*" --local-dir ./granite-embedding-107m-multilingual-GGUF $ llama-server -m ./granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-Q3_K_L.gguf\n' > Modelfile $ ollama create granite-embedding-107m-multilingual-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
a883e8183211bdded040cfd7fde13202f3c8380428d04ba8d8a1bb3501354728
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: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.graniteSubject: granite-embedding-107m-multilingual-GGUFDate: 2026-11-15Commit: fe02f28Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/granite-embedding-107m-multilingual-GGUF
Pinned commit
fe02f2818f3aefb661ec656cab3be19024e40acd
Manifest
granite-embedding-107m-multilingual-GGUF.json · .minisig
Manifest sha256
71a51886c7ffb421fadd2c2b7de31825e517ceb0c4773aae210350d3ddd87144
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-embedding-107m-multilingual-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-embedding-107m-multilingual-GGUF.json.minisig $ minisign -Vm granite-embedding-107m-multilingual-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

ibm-granite/granite-embedding-107m-multilingual · 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 lmstudio-community/granite-embedding-107m-multilingual-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. granite-embedding-107m-multilingual-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/granite-embedding-107m-multilingual-GGUF

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