Nanbeige 16B Chat by Nanbeige

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  Autotrain compatible   Custom code   En   Endpoints compatible   Llama   Nanbeige   Region:us   Safetensors   Sharded   Tensorflow   Zh

Nanbeige 16B Chat Benchmarks

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Nanbeige 16B Chat Parameters and Internals

Model Type 
text-generation, chat
Use Cases 
Areas:
Research, Commercial applications (with license)
Applications:
Text generation, Dialogue systems
Primary Use Cases:
Chat dialogue, possibly others based on fine-tuning and continuation work
Limitations:
Potential for biased or unexpected outputs
Considerations:
Model's size and probabilistic nature.
Additional Notes 
Contact via the provided email to apply for commercial usage licensing.
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
Large amount of high-quality internet corpus, Various books, Code and other desensitized text
Data Volume:
2.5T Tokens
Methodology:
YaRN interpolation method, human-aligned training
Responsible Ai Considerations 
Mitigation Strategies:
Ensuring outputs meet ethical and legal requirements to minimize bias and harmful content.
Input Output 
Input Format:
Expected input for chat dialogue
Accepted Modalities:
text
Output Format:
Text output
LLM NameNanbeige 16B Chat
Repository ๐Ÿค—https://huggingface.co/Nanbeige/Nanbeige-16B-Chat 
Model Size16b
Required VRAM31.6 GB
Updated2024-12-02
MaintainerNanbeige
Model Typellama
Model Files  4.9 GB: 1-of-7   4.9 GB: 2-of-7   4.9 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   4.9 GB: 6-of-7   2.0 GB: 7-of-7
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassNanbeigeTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size59392
Torch Data Typebfloat16
Nanbeige 16B Chat (Nanbeige/Nanbeige-16B-Chat)

Quantized Models of the Nanbeige 16B Chat

Model
Likes
Downloads
VRAM
Nanbeige 16B Chat GGUF12556 GB
Nanbeige 16B Chat GPTQ1129 GB

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Note: green Score (e.g. "73.2") means that the model is better than Nanbeige/Nanbeige-16B-Chat.

Rank the Nanbeige 16B 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