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Nanbeige 16B Chat 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-Chat-GPTQ 

Nanbeige 16B Chat GPTQ Benchmarks

LLME Score: 0.12014
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nanbeige 16B Chat GPTQ (TheBloke/Nanbeige-16B-Chat-GPTQ)
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Nanbeige 16B Chat GPTQ Parameters and Internals

Model Type 
language model, chatbot
Use Cases 
Areas:
research, commercial applications, long-context processing
Limitations:
may generate harmful content like bias or discrimination
Considerations:
Advised not to propagate harmful or biased content.
Supported Languages 
en (high), zh (high)
Training Details 
Data Sources:
high-quality internet corpus, various books, code
Data Volume:
2.5T Tokens
Methodology:
YaRN interpolation method
Hardware Used:
hardware by Massed Compute
Safety Evaluation 
Ethical Considerations:
May generate unexpected outputs due to the model's size and probabilistic nature; these can include bias or discrimination.
Responsible Ai Considerations 
Mitigation Strategies:
Ensured alignment with ethical and legal requirements during training.
Input Output 
Input Format:
Unknown template
Accepted Modalities:
text
Output Format:
Textual chatbot responses
Performance Tips:
Consider using versions with extended context length for better performance in handling long inputs.
Release Notes 
Version:
Base, Chat, Base-32k, Chat-32k versions
Notes:
Includes multiple versions for different maximum sequence lengths and quantization options.
LLM NameNanbeige 16B Chat GPTQ
Repository 🤗https://huggingface.co/TheBloke/Nanbeige-16B-Chat-GPTQ 
Model NameNanbeige 16B Chat
Model CreatorNanbeige LLM Lab
Base Model(s)  Nanbeige 16B Chat   Nanbeige/Nanbeige-16B-Chat
Model Size16b
Required VRAM9.2 GB
Updated2025-09-24
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

Best Alternatives to Nanbeige 16B Chat GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Nanbeige 16B Base GPTQ4K / 9.2 GB102
Nanbeige 16B Base 32K GPTQ4K / 9.2 GB121
Nanbeige 16B Chat 32K GPTQ4K / 9.2 GB113
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Nanbeige-16B-Chat-GPTQ.

Rank the Nanbeige 16B Chat 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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