Nanbeige2 8B Chat by Nanbeige

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  Arxiv:2306.05685   Autotrain compatible   Conversational   Custom code   En   Nanbeige   Region:us   Safetensors   Sharded   Tensorflow   Zh

Nanbeige2 8B Chat Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nanbeige2 8B Chat (Nanbeige/Nanbeige2-8B-Chat)

Nanbeige2 8B Chat Parameters and Internals

Model Type 
text-generation, chatbot
Use Cases 
Limitations:
Potential to generate bias or discrimination
Considerations:
Avoid propagating harmful content
Additional Notes 
Emphasis on alignment with ethical and legal requirements.
Supported Languages 
en (General proficiency), zh (General proficiency)
Training Details 
Data Sources:
4.5T high-quality tokens
Data Volume:
4.5T tokens
Methodology:
Supervised Fine-Tuning and Direct Preference Optimization
Safety Evaluation 
Ethical Considerations:
Potential harmful content, such as bias or discrimination, may be generated.
Responsible Ai Considerations 
Mitigation Strategies:
Emphasis on model safety during training
Input Output 
Input Format:
Chat messages with role annotations
Accepted Modalities:
text
Output Format:
Text responses
LLM NameNanbeige2 8B Chat
Repository ๐Ÿค—https://huggingface.co/Nanbeige/Nanbeige2-8B-Chat 
Model Size8b
Required VRAM15.7 GB
Updated2025-02-22
MaintainerNanbeige
Model Typenanbeige
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   0.7 GB: 4-of-4
Supported Languagesen zh
Model ArchitectureNanbeigeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.38.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size59392
Torch Data Typebfloat16

Rank the Nanbeige2 8B 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 v20241227