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Llama 2 13B Chat GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Llama 2 13B Chat GPTQ   URL Share it on

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  Arxiv:2307.09288   4-bit   Autotrain compatible Base model:meta-llama/llama-2-... Base model:quantized:meta-llam...   En   Facebook   Gptq   Llama   Llama2   Meta   Pytorch   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Llama-2-13B-chat-GPTQ 

Llama 2 13B Chat GPTQ Benchmarks

LLME Score: 0.17955
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Llama 2 13B Chat GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
commercial applications, research
Primary Use Cases:
assistant-like chat
Limitations:
Use in languages other than English.
Considerations:
Perform safety testing and tuning tailored to specific applications.
Additional Notes 
GPTQ and other quantization options available for inference optimization.
Supported Languages 
en (High)
Training Details 
Data Sources:
publicly available online data
Data Volume:
2 trillion tokens
Methodology:
supervised fine-tuning and reinforcement learning with human feedback (RLHF)
Context Length:
4096
Training Time:
January 2023 to July 2023
Hardware Used:
A100-80GB GPUs
Model Architecture:
optimized transformer architecture
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use latest GPU versions for optimal performance.
LLM NameLlama 2 13B Chat GPTQ
Repository 🤗https://huggingface.co/TheBloke/Llama-2-13B-chat-GPTQ 
Model NameLlama 2 13B Chat
Model CreatorMeta Llama 2
Base Model(s)  Llama 2 13B Chat Hf   meta-llama/Llama-2-13b-chat-hf
Model Size13b
Required VRAM7.3 GB
Updated2025-03-12
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Llama 2 13B Chat GPTQ Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Release v20241227
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