CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.granite / granite-embedding-30m-english-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.graniteSubject:

granite-embedding-30m-english-GGUF

Date: 2026-11-15Commit: 5b80a52Signed: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 129 MB in all. Published by lmstudio-community under Apache-2.0.

granite129MBgranite-embedding-30m-english-GGUFggufpermissive
FactsParamsnot statedSize129 MBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/granite-embedding-30m-english-GGUF
# manifest sha256 b7e0bdf42aec… · 129 MB · 6 files
$ fw verify ./granite-embedding-30m-english-GGUF lmstudio-community/granite-embedding-30m-english-GGUF
From sourceHosted (signed)lmstudio-community/granite-embedding-30m-english-GGUFLast check: 2026-11-15 05:24 UTC
Run at homeGet help

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

Quantized of granite-embedding-30m-english.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
129 MB
Weights
29.9 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-30m-english

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 05:24 UTCpassed

Model card

From the publisher at commit 5b80a52. Shown as plain text with links; images open at the publisher.

💫 Community Model> granite embedding 30m english 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-30m-english

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

Technical Details#

Embedding model with vector size 384

Max length of 512 tokens

30 million param model for extremely fast performance

English only

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 · 129 MBWeights 29.9 MB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.83 KB831b8966d5e4734b5192039aad18bf81ac5521f00cd35fe4f13c9dc3207ecf63
README.md41.8 KBe24198eed73ee867b178b45bdc2e9f8acaf0e221f4a4f6e2b8f8b26cbad11ee5
granite-embedding-30m-english-Q3_K_L.gguf29.9 MB99bdb670033bcdeef7dc890d6f7d8312a1617a828d24ee5fac21146c11488dde
granite-embedding-30m-english-Q4_K_M.gguf30.5 MB441723501ba6e98f5d6fba84d2c5d5e5c1985baef1ab6a5363e845e79fa09f22
granite-embedding-30m-english-Q6_K.gguf33.6 MBfe544ad84f7cd07cfe862ebb04dcb0d34240ca53eaf6b9d45b663b9d03a13e28
granite-embedding-30m-english-Q8_0.gguf34.5 MBa57286132b82145aef99b98e70171b0f89945cdc25f756ad026d4fc664cceab3
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
5b80a52214 pinned now2026-11-15 05:24 UTC6 files · 129 MB

Use it

$ fw get lmstudio-community/granite-embedding-30m-english-GGUF
# manifest sha256 b7e0bdf42aec… · 129 MB · 6 files
$ fw verify ./granite-embedding-30m-english-GGUF lmstudio-community/granite-embedding-30m-english-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-30m-english-GGUF.json --dir ./granite-embedding-30m-english-GGUF $ python3 fw.py verify ./granite-embedding-30m-english-GGUF ./lmstudio-community__granite-embedding-30m-english-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/granite-embedding-30m-english-GGUF --revision 5b80a52214a32c26797077b9d3c051142c7fddb9 --local-dir ./granite-embedding-30m-english-GGUF
llama.cppDownload one GGUF variant (granite-embedding-30m-english-Q3_K_L, 29.9 MB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/granite-embedding-30m-english-GGUF --include "granite-embedding-30m-english-Q3_K_L*" --local-dir ./granite-embedding-30m-english-GGUF $ llama-server -m ./granite-embedding-30m-english-GGUF/granite-embedding-30m-english-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./granite-embedding-30m-english-GGUF/granite-embedding-30m-english-Q3_K_L.gguf\n' > Modelfile $ ollama create granite-embedding-30m-english-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
e24198eed73ee867b178b45bdc2e9f8acaf0e221f4a4f6e2b8f8b26cbad11ee5
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-30m-english-GGUFDate: 2026-11-15Commit: 5b80a52Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/granite-embedding-30m-english-GGUF
Pinned commit
5b80a52214a32c26797077b9d3c051142c7fddb9
Manifest
granite-embedding-30m-english-GGUF.json · .minisig
Manifest sha256
b7e0bdf42aec6be19f08721782639f296641ab07e9529d367e45557f74658c6e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:24 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-embedding-30m-english-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/granite-embedding-30m-english-GGUF.json.minisig $ minisign -Vm granite-embedding-30m-english-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-30m-english · 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-30m-english-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-30m-english-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/granite-embedding-30m-english-GGUF

Related models

All of alt.freeweights.granite →
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.Edu.seed1
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.Edu.seed2
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.Edu.seed3
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.seed1
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.seed2
From: ibm-granite <huggingface.co/ibm-granite>Subject: GneissWeb.7B_ablation_model_on_350B_FineWeb.seed3