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Llama 2 13B Chat GGML by TheBloke

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

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

Llama 2 13B Chat GGML Benchmarks

LLME Score: 0.15462
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 GGML (TheBloke/Llama-2-13B-chat-GGML)

Llama 2 13B Chat GGML Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
commercial, research
Applications:
assistant-like chat, natural language generation tasks
Primary Use Cases:
optimized for dialogue use cases
Limitations:
Inaccurate, biased or other objectionable responses possible; testing primarily in English
Considerations:
Perform safety testing and tuning tailored to specific applications
Training Details 
Data Sources:
publicly available online data
Data Volume:
2.0 trillion tokens
Methodology:
Supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF)
Context Length:
4000
Hardware Used:
Meta's Research Super Cluster, A100-80GB GPUs
Model Architecture:
Optimized transformer architecture
Input Output 
Input Format:
Text input only
Accepted Modalities:
text
Output Format:
Text output only
Performance Tips:
A specific formatting, including `INST`, `<>`, `BOS`, and `EOS` tokens, is required for optimal performance
LLM NameLlama 2 13B Chat GGML
Repository 🤗https://huggingface.co/TheBloke/Llama-2-13B-chat-GGML 
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 VRAM5.5 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Model Files  5.5 GB   6.9 GB   6.3 GB   5.7 GB   7.3 GB   8.1 GB   7.9 GB   7.4 GB   8.9 GB   9.8 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licenseother

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Rank the Llama 2 13B Chat GGML 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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