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Orion 14B Base Special by OrionStarAI

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  Autotrain compatible   Custom code   Orion   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/OrionStarAI/Orion-14B-Base-Special 

Orion 14B Base Special Benchmarks

LLME Score: 0.14907
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orion 14B Base Special (OrionStarAI/Orion-14B-Base-Special)
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Orion 14B Base Special Parameters and Internals

Model Type 
multilingual large language model
Use Cases 
Areas:
research, commercial applications
Applications:
chatbots, language translation, content generation
Primary Use Cases:
multilingual conversation, large text comprehension
Additional Notes 
Long-context version can support texts of up to 320k tokens.
Supported Languages 
Chinese (fluent), English (fluent), Japanese (fluent), Korean (fluent)
Training Details 
Data Sources:
multilingual corpus
Data Volume:
2.5 trillion tokens
Release Notes 
Version:
v3
Notes:
Technical details and improvements in multilingual large language capabilities.
LLM NameOrion 14B Base Special
Repository 🤗https://huggingface.co/OrionStarAI/Orion-14B-Base-Special 
Model Size14b
Required VRAM29 GB
Updated2025-09-23
MaintainerOrionStarAI
Model Typeorion
Model Files  15.7 GB: 1-of-2   13.3 GB: 2-of-2
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

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Note: green Score (e.g. "73.2") means that the model is better than OrionStarAI/Orion-14B-Base-Special.

Rank the Orion 14B Base Special 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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Release v20241124
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