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Orion 14B Chat RAG by OrionStarAI

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

Orion 14B Chat RAG Benchmarks

LLME Score: 0.13617
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 RAG (OrionStarAI/Orion-14B-Chat-RAG)
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Orion 14B Chat RAG Parameters and Internals

Model Type 
text generation, multilingual, chat model, long-chat support
Use Cases 
Areas:
research, commercial applications
Applications:
chat models, multilingual processing, long-context text handling
Primary Use Cases:
text generation, conversation systems
Supported Languages 
en (English), zh (Chinese), ja (Japanese), ko (Korean)
Training Details 
Data Volume:
2.5 trillion tokens
Context Length:
320000
LLM NameOrion 14B Chat RAG
Repository 🤗https://huggingface.co/OrionStarAI/Orion-14B-Chat-RAG 
Model Size14b
Required VRAM29 GB
Updated2025-09-23
MaintainerOrionStarAI
Model Typeorion
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   9.2 GB: 3-of-3
Supported Languagesen zh ja ko
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 RAG

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 Int44K / 8.8 GB2328
Orion 14B Chat RAG Safetensors4K / 29 GB60
Orion 14B Chat Safetensors4K / 29 GB61
Orion 14B Base Int44K / 8.8 GB218
Orion 14B Chat Plugin4K / 29 GB238
Note: green Score (e.g. "73.2") means that the model is better than OrionStarAI/Orion-14B-Chat-RAG.

Rank the Orion 14B Chat RAG 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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