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Llama 2 13B Chat GGUF by TheBloke

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

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  Arxiv:2307.09288 Base model:meta-llama/llama-2-... Base model:quantized:meta-llam...   En   Facebook   Gguf   Llama   Llama2   Meta   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/Llama-2-13B-chat-GGUF 

Llama 2 13B Chat GGUF Benchmarks

LLME Score: 0.17902
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 13B Chat GGUF (TheBloke/Llama-2-13B-chat-GGUF)

Llama 2 13B Chat GGUF Parameters and Internals

Model Type 
llama, text-generation
Use Cases 
Areas:
Commercial, Research
Considerations:
Before deploying, developers should perform safety testing tailored to their specific applications.
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
Hardware Used:
A100-80GB GPUs
Model Architecture:
Auto-regressive language model using an optimized transformer architecture
Input Output 
Input Format:
Expected input format: Use the [INST] <> {prompt}[/INST] structure for prompts.
Accepted Modalities:
text
Output Format:
Generates text outputs
Performance Tips:
Use the prompt structure optimally to get the best results.
LLM NameLlama 2 13B Chat GGUF
Repository 🤗https://huggingface.co/TheBloke/Llama-2-13B-chat-GGUF 
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 VRAM5.4 GB
Updated2025-03-13
MaintainerTheBloke
Model Typellama
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Llama-2-13B-chat-GGUF.

Rank the Llama 2 13B Chat GGUF 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 v20241227
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