Orion

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Orion is an Open Source & Models tool that provides a family of multilingual large language models. It includes a 14B foundation LLM and specialized models for chat, long context, RAG, and agent tasks.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Orion?

Orion-14B is an open-source family of multilingual large language models developed by OrionStarAI. The base model, Orion-14B-Base, is trained on a vast 2.5T multilingual corpus, demonstrating strong performance across languages like Chinese, English, Japanese, and Korean. The family includes several specialized models: Orion-14B-Chat for interactive experiences, Orion-14B-LongChat for handling extremely long texts up to 320k tokens, Orion-14B-Chat-RAG for retrieval augmented generation tasks, and Orion-14B-Chat-Plugin for agent-related scenarios and function calling. Additionally, quantized versions like Orion-14B-Base-Int4 and Orion-14B-Chat-Int4 are available, reducing model size by 70% and improving inference speed with minimal performance loss. These models are designed for developers and researchers working with advanced AI applications.

Best used for

Ideal for developers and data scientists who need to build advanced multilingual AI applications, fine-tune large language models for specific tasks, and implement retrieval augmented generation. Especially valuable for those requiring long context processing or agent-based functionalities in their projects.

Common actions

develop LLM applications

fine-tune language models

process long texts

implement RAG

create AI agents

github copilotface swapping"AI Agents"deepfakelow-code/no-codeworkflowscollaborationopen-sourceautomated workflow

Capabilities

Key features

14B foundation LLM
Multilingual corpus training
Chat model
Long context model
Quantized models
RAG fine-tuned model
Agent fine-tuned model

Target Audience

developerdata scientiststartup founder

Integrations

hugging-facemodelscopeopenxlabvllmllama-cpp

Pricing & Plans

Open Source

Free

FAQs

What are the key models included in the Orion-14B series?

The Orion-14B series includes a 14B foundation LLM, a chat model, a long context model (Orion-14B-LongChat), quantized models, a RAG fine-tuned model (Orion-14B-Chat-RAG), and an Agent fine-tuned model (Orion-14B-Chat-Plugin).

What languages does Orion-14B support?

Orion-14B models are trained on a 2.5T multilingual corpus, exhibiting superior performance in Chinese, English, Japanese, and Korean, making them suitable for diverse linguistic applications.

How do the quantized versions of Orion-14B models perform?

The quantized models, such as Orion-14B-Base-Int4, reduce model size by 70% and increase inference speed by 30%, while maintaining performance loss at less than 1% compared to their full-sized counterparts.

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