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Nanbeige 16B Base GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:nanbeige/nanbeige-1... Base model:quantized:nanbeige/...   Custom code   En   Gptq   Nanbeige   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/TheBloke/Nanbeige-16B-Base-GPTQ 

Nanbeige 16B Base GPTQ Benchmarks

LLME Score: 0.12294
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nanbeige 16B Base GPTQ (TheBloke/Nanbeige-16B-Base-GPTQ)
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Nanbeige 16B Base GPTQ Parameters and Internals

Model Type 
nanbeige, text-generation
Use Cases 
Areas:
Research, Commercial Applications
Limitations:
May generate biased or discriminatory content
Considerations:
Avoid propagating harmful content.
Supported Languages 
en (High proficiency), zh (High proficiency)
Training Details 
Data Sources:
High-quality internet corpus, Various books, Code
Data Volume:
2.5T Tokens
Responsible Ai Considerations 
Transparency:
The model focuses on providing ethical and legal outputs; potentials for harmful outputs are acknowledged.
Accountability:
Nanbeige LLM Lab
Mitigation Strategies:
Emphasis on safety during training
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
text
LLM NameNanbeige 16B Base GPTQ
Repository 🤗https://huggingface.co/TheBloke/Nanbeige-16B-Base-GPTQ 
Model NameNanbeige 16B Base
Model CreatorNanbeige LLM Lab
Base Model(s)  Nanbeige/Nanbeige-16B-Base   Nanbeige/Nanbeige-16B-Base
Model Size16b
Required VRAM9.2 GB
Updated2025-08-31
MaintainerTheBloke
Model Typenanbeige
Model Files  5.0 GB: 1-of-2   4.2 GB: 2-of-2
Supported Languagesen zh
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureNanbeigeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassNanbeigeTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size59136
Torch Data Typebfloat16

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Rank the Nanbeige 16B Base GPTQ 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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