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PulseGateOEOcten Embedding 4B
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Octen Embedding 4B

huggingface.co·Infrastructure

Octen-Embedding-4B is a 4 billion parameter model specialized for creating dense vector embeddings. It supports tool calling and is suitable for semantic search, retrieval-augmented generation, and other embedding-based applications. The model is hosted on Hugging Face and available for inference and fine-tuning.

Open SourceWebAPI
OOcten Embedding 4B preview
Visit huggingface.co↗

Overview

In the Foundation models & chat space, Octen Embedding 4B takes a focused approach. It focuses on generating high-quality text embeddings for semantic search, retrieval, and RAG applications. It is built as an open-source project for AI developers building retrieval systems. Octen Embedding 4B is open source under the Open Source license. It ships for the web and API.

It is developed by Octen, and it first shipped in 2024.

Summary written by a language model from the project’s public pages.

Tags
embedding-modelretrieval4b-parameters
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

License
Open Source
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed21 Jul · 17:09 UTC
    Octen/Octen-Embedding-4B verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Octen Embedding 4B

What is Octen Embedding 4B?
Octen Embedding 4B focuses on generating high-quality text embeddings for semantic search, retrieval, and RAG applications. It is catalogued under Foundation models & chat on PulseGate.
Who is Octen Embedding 4B for?
Octen Embedding 4B is an open-source project built for AI developers building retrieval systems.
Is Octen Embedding 4B free?
Yes — Octen Embedding 4B is open source under the Open Source license and free to use.
What platforms does Octen Embedding 4B run on?
Octen Embedding 4B runs on the web and API.
Is Octen Embedding 4B still active?
Unverified. Octen Embedding 4B has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
Who makes Octen Embedding 4B?
Octen Embedding 4B is developed by Octen.
When did Octen Embedding 4B launch?
Octen Embedding 4B first shipped in 2024.
Is Octen Embedding 4B open source?
Yes — Octen Embedding 4B is open source under the Open Source license.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
License
Open Source
Built for
AI developers building retrieval systems
Model
Open source
Solves
Generating high-quality text embeddings for semantic search, retrieval, and RAG applications.

Registered as

Hugging Face
Octen/Octen-Embedding-4B

Developer

Octen

Live coverage

Identity confidence
Medium · 70.4
Indexed
21 Jul 2026
Lifecycle
Alive
Last seen
21 Jul 2026
Identity audit (13)
Slug
octen-octen-embedding-4b-huggingface-co
Lifecycle state recorded
21 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
21 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Derived from the model's own Hugging Face metadata.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
24 Jul 2026
Canonical URL
https://huggingface.co/Octen/Octen-Embedding-4B

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