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OrionStar Yi 34B Chat by OrionStarAI

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  Custom code   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Yi
Model Card on HF 🤗: https://huggingface.co/OrionStarAI/OrionStar-Yi-34B-Chat 

OrionStar Yi 34B Chat Benchmarks

ARC: 79.2 vs 96.7 (so35)-18.1%
HellaSwag: 75.9 vs 95.3 (gpt4)-20.4%
MMLU: 73.7 vs 88.3 (so35)-16.5%
GSM8K: 61.7 vs 96.4 (so35)-36%
OpenCompas: 58.3 vs 73.3 (gpt4)-20.5%
Exam: 69.9 vs 77.2 (gpt4)-9.5%
Language: 39.9 vs 62 (gpt4)-35.6%
Knowledge: 58.3 vs 73.5 (gpt4)-20.7%
Understand: 69.1 vs 70 (gpt4)-1.3%
Reasoning: 56.4 vs 74.4 (gpt4)-24.2%
LLME Score: 0.12451
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OrionStar Yi 34B Chat (OrionStarAI/OrionStar-Yi-34B-Chat)
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OrionStar Yi 34B Chat Parameters and Internals

Model Type 
text generation, chatbot
Use Cases 
Areas:
Research, Commercial applications
Applications:
Chatbots, AI assistants
Primary Use Cases:
Q&A, Conversational AI assistance
Considerations:
Ensure proper safety reviews before public use.
Supported Languages 
Chinese (high proficiency), English (high proficiency)
Training Details 
Methodology:
15W+ high-quality fine-tuning corpus
Model Architecture:
Yi-34B based architecture
Responsible Ai Considerations 
Mitigation Strategies:
Users are advised against using the model for harmful or illegal activities.
Input Output 
Input Format:
Conversations structured in {'role': 'user', 'content': 'text'} format.
Accepted Modalities:
text
Output Format:
Textual responses.
Performance Tips:
Ensure proper GPU usage for optimal performance.
LLM NameOrionStar Yi 34B Chat
Repository 🤗https://huggingface.co/OrionStarAI/OrionStar-Yi-34B-Chat 
Model Size34b
Required VRAM68.9 GB
Updated2025-12-27
MaintainerOrionStarAI
Model TypeYi
Model Files  10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7   10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7   0.0 GB
Model ArchitectureYiForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassYiTokenizer
Vocabulary Size64000
Torch Data Typebfloat16

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Rank the OrionStar Yi 34B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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