CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.embed / nomic-embed-code-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.embedSubject:

nomic-embed-code-GGUF

Date: 2026-11-15Commit: 0a296e8Signed: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 21.6 GB in all. Published by lmstudio-community under Apache-2.0.

embed21.6GBnomic-embed-code-GGUFggufpermissive
FactsParamsnot statedSize21.6 GBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/nomic-embed-code-GGUF
# manifest sha256 85188cbfaa13… · 21.6 GB · 6 files
$ fw verify ./nomic-embed-code-GGUF lmstudio-community/nomic-embed-code-GGUF
From sourceHosted (signed)lmstudio-community/nomic-embed-code-GGUFLast check: 2026-11-15 05:17 UTC
Run at homeGet help

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

Quantized of nomic-embed-code.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
21.6 GB
Weights
3.85 GB (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.embed
Lineage

Original release from the publisher.

Base model: nomic-ai/nomic-embed-code

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 05:17 UTCpassed

Model card

From the publisher at commit 0a296e8. Shown as plain text with links; images open at the publisher.

💫 Community Model> nomic embed code by Nomic-Ai#

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

Model creator: nomic-ai

Original model: nomic-embed-code

GGUF quantization: provided by bartowski based on llama.cpp release b5284

Technical Details#

Supports a context length of 32k

7B parameter embedding model designed for code retrieval

Based on Qwen2 and trained for multiple programming languages such as Python, Java, Ruby, PHP, JavaScript, and Go

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 · 21.6 GBWeights 3.85 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.77 KB10947c68f3e79f94efd29a32a77cecba91ace0ab823aeee747dad99a1a7761d5
README.md2.72 KB3337645c6b1235850b5400299700cb0582167d9118760f4fa8d19c159e254eb7
nomic-embed-code-Q3_K_L.gguf3.85 GB17210899c78f2c51a68b4fc5d9921536cf1627cbbf8adb3ceec3f9ba1aa6ad2a
nomic-embed-code-Q4_K_M.gguf4.38 GB16222082115d99d1acbe43a1358f65a9aa3c4420438bf5000447bfe079725696
nomic-embed-code-Q6_K.gguf5.81 GBd3f149a633177c4785dfe637cba5f93bc0e74b8ec92695b16e644f74436ee3be
nomic-embed-code-Q8_0.gguf7.52 GB9df51e8e659523dcd98862bbb5242edd87e043b1bd9aba036df047aab27a924a
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
0a296e84ce pinned now2026-11-15 05:17 UTC6 files · 21.6 GB

Use it

$ fw get lmstudio-community/nomic-embed-code-GGUF
# manifest sha256 85188cbfaa13… · 21.6 GB · 6 files
$ fw verify ./nomic-embed-code-GGUF lmstudio-community/nomic-embed-code-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/nomic-embed-code-GGUF.json --dir ./nomic-embed-code-GGUF $ python3 fw.py verify ./nomic-embed-code-GGUF ./lmstudio-community__nomic-embed-code-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/nomic-embed-code-GGUF --revision 0a296e84ce0f6a3fe4369c04abbb67b5b30edf18 --local-dir ./nomic-embed-code-GGUF
llama.cppDownload one GGUF variant (nomic-embed-code-Q3_K_L, 3.85 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/nomic-embed-code-GGUF --include "nomic-embed-code-Q3_K_L*" --local-dir ./nomic-embed-code-GGUF $ llama-server -m ./nomic-embed-code-GGUF/nomic-embed-code-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./nomic-embed-code-GGUF/nomic-embed-code-Q3_K_L.gguf\n' > Modelfile $ ollama create nomic-embed-code-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
3337645c6b1235850b5400299700cb0582167d9118760f4fa8d19c159e254eb7
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.embedSubject: nomic-embed-code-GGUFDate: 2026-11-15Commit: 0a296e8Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/nomic-embed-code-GGUF
Pinned commit
0a296e84ce0f6a3fe4369c04abbb67b5b30edf18
Manifest
nomic-embed-code-GGUF.json · .minisig
Manifest sha256
85188cbfaa131c90f38c40513e30836b099c0053ee644d9af776bcd7307c3681
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:17 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/nomic-embed-code-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/nomic-embed-code-GGUF.json.minisig $ minisign -Vm nomic-embed-code-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

nomic-ai/nomic-embed-code · 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/nomic-embed-code-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. nomic-embed-code-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/nomic-embed-code-GGUF

Related models

All of alt.freeweights.embed →
From: sentence-transformers <huggingface.co/sentence-transformers>Subject: all-MiniLM-L6-v1
From: unsloth <huggingface.co/unsloth>Subject: all-MiniLM-L6-v2
From: mlx-community <huggingface.co/mlx-community>Subject: all-MiniLM-L6-v2-4bit
From: sentence-transformers <huggingface.co/sentence-transformers>Subject: all-mpnet-base-v1
From: sentence-transformers <huggingface.co/sentence-transformers>Subject: allenai-specter
From: sentence-transformers <huggingface.co/sentence-transformers>Subject: bert-base-nli-max-tokens