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Orion 14B Chat by OrionStarAI

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Orion 14B Chat is an open-source language model by OrionStarAI. Features: 14b LLM, VRAM: 29GB, Context: 4K, Quantized, LLM Explorer Score: 0.15.

  Code   Conversational   Custom code   En   Endpoints compatible   Gguf   Ja   Ko   Model   Orion   Pytorch   Quantized   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/OrionStarAI/Orion-14B-Chat 

Orion 14B Chat Benchmarks

LLME Score: 0.15472
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orion 14B Chat (OrionStarAI/Orion-14B-Chat)
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Orion 14B Chat Parameters and Internals

Model Type 
multilingual large language model, text generation, chatbot
Additional Notes 
Orion-14B models demonstrate significant capabilities in languages such as Japanese and Korean, with extended context capabilities in versions like LongChat.
Supported Languages 
en (high proficiency), zh (high proficiency), ja (high proficiency), ko (high proficiency)
Training Details 
Data Sources:
multilingual corpus, including Chinese, English, Japanese, Korean
Data Volume:
2.5 trillion tokens
Methodology:
trained from scratch
Context Length:
320000
Input Output 
Input Format:
Accepts text input
Accepted Modalities:
text
Output Format:
Generates text
LLM NameOrion 14B Chat
Repository 🤗https://huggingface.co/OrionStarAI/Orion-14B-Chat 
Base Model(s)  Orion 14B LongChat   OrionStarAI/Orion-14B-LongChat
Model Size14b
Required VRAM29 GB
Updated2026-02-16
MaintainerOrionStarAI
Model Typeorion
Model Files  29.0 GB   9.9 GB: 1-of-3   9.9 GB: 2-of-3   9.2 GB: 3-of-3
Supported Languagesen zh ja ko
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureOrionForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassOrionTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size84608
Torch Data Typebfloat16

Best Alternatives to Orion 14B Chat

Best Alternatives
Context / RAM
Downloads
Likes
Orion 14B LongChat195K / 29 GB725
Orion 14B LongChat 6.0bpw Exl195K / 11.5 GB12
Orion 14B Base Special4K / 29 GB751
Kor Resume Orion 14B4K / 29 GB290
Orion 14B Base4K / 29 GB40681
Orion 14B Chat RAG4K / 29 GB7832
Orion 14B Chat Int44K / 8.8 GB2328
Orion 14B Chat RAG Safetensors4K / 29 GB50
Orion 14B Chat Safetensors4K / 29 GB51
Orion 14B Base Int44K / 8.8 GB118

Rank the Orion 14B Chat Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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