Orion
Multilingual LLMs
A family of large language models designed to handle multilingual text and provide strong performance in various tasks such as chat, long context, and retrieval augmented generation.
Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long context model, a quantized model, a RAG fine-tuned model, and an Agent fine-tuned model. Orion-14B 系列模型包括一个具有140亿参数的多语言基座大模型以及一系列相关的衍生模型，包括对话模型，长文本模型，量化模型，RAG微调模型，Agent微调模型等。
785 stars
9 watching
57 forks
Language: Python
last commit: 6 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 skyworkai/skywork | A pre-trained language model developed on 3.2TB of high-quality multilingual and code data for various applications including chatbots, text generation, and math calculations. | 1,223 |
| orionstarai/orionstar-yi-34b-chat | A high-quality chat model trained on 15W+ high-quality data to provide excellent conversational experiences. | 259 |
 pleisto/yuren-baichuan-7b | A multi-modal large language model that integrates natural language and visual capabilities with fine-tuning for various tasks | 72 |
 xverse-ai/xverse-7b | A multilingual large language model developed by XVERSE Technology Inc. | 50 |
 neulab/pangea | An open-source multilingual large language model designed to understand and generate content across diverse languages and cultural contexts | 91 |
 deeplangai/lingowhale-8b | An open bilingual LLM developed using the LingoWhale model, trained on a large dataset of high-quality middle English text, and fine-tuned for specific tasks such as conversation generation. | 134 |
 damo-nlp-mt/polylm | A polyglot large language model designed to address limitations in current LLM research and provide better multilingual instruction-following capability. | 76 |
 langboat/mengzi3 | An 8B and 13B language model based on the Llama architecture with multilingual capabilities. | 2,032 |
 lyuchenyang/macaw-llm | A multi-modal language model that integrates image, video, audio, and text data to improve language understanding and generation | 1,550 |
 bilibili/index-1.9b | A lightweight, multilingual language model with a long context length | 904 |
 eleutherai/polyglot | Large language models designed to perform well in multiple languages and address performance issues with current multilingual models. | 475 |
 sail-sg/sailor-llm | A collection of pre-trained language models designed to support the diverse linguistic needs of South-East Asia | 109 |
 linksoul-ai/llasm | A large language and speech model for multilingual conversational dialogue | 537 |
 mbzuai-oryx/groundinglmm | An end-to-end trained model capable of generating natural language responses integrated with object segmentation masks. | 781 |
| xverse-ai/xverse-moe-a36b | Develops and publishes large multilingual language models with advanced mixing-of-experts architecture. | 36 |