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Nanbeige 16B Chat GPTQ by TheBloke

By TheBloke · 6 downloads

Nanbeige 16B Chat GPTQ is an open-source language model by TheBloke. Features: 16b LLM, VRAM: 9.2GB, Context: 4K, License: apache-2.0, Quantized, LLM Explorer Score: 0.1.

  4-bit   Custom code   En   Gptq   Nanbeige   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh

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 πŸ€—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
Updated2026-08-08
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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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Nanbeige-16B-Chat-GPTQ.