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Orion 14B Chat by OrionStarAI

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Model Card on HF 🤗: https://huggingface.co/OrionStarAI/Orion-14B-Chat 

Orion 14B Chat Benchmarks

LLME Score: 0.18461
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
Updated2025-09-23
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 GB2725
Orion 14B LongChat 6.0bpw Exl195K / 11.5 GB52
Orion 14B Base4K / 29 GB127079
Orion 14B Base Special4K / 29 GB201
Kor Resume Orion 14B4K / 29 GB290
Orion 14B Chat RAG4K / 29 GB7832
Orion 14B Chat Int44K / 8.8 GB2328
Orion 14B Chat RAG Safetensors4K / 29 GB60
Orion 14B Chat Safetensors4K / 29 GB61
Orion 14B Base Int44K / 8.8 GB218

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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