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Llama 2 7B Chat GGML by TheBloke

 »  All LLMs  »  TheBloke  »  Llama 2 7B 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-2-7B-Chat-GGML 

Llama 2 7B Chat GGML Benchmarks

LLME Score: 0.17874
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B Chat GGML (TheBloke/Llama-2-7B-Chat-GGML)

Llama 2 7B Chat GGML Parameters and Internals

Model Type 
llama
Use Cases 
Primary Use Cases:
Assistant-like chat
Limitations:
Use in languages other than English, Generating objectionable or biased content
Considerations:
Developers should ensure safety testing and tuning before deploying applications.
Additional Notes 
Llama 2's potential outputs cannot be predicted. Developers need to perform application-specific safety testing.
Training Details 
Data Sources:
publicly available online data
Data Volume:
2 trillion tokens
Methodology:
Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF)
Context Length:
4000
Hardware Used:
A100-80GB GPUs
Model Architecture:
Auto-regressive transformer
Responsible Ai Considerations 
Transparency:
The model is fine-tuned to align with human preferences for safety and helpfulness.
Mitigation Strategies:
Follow responsible use guidelines to prevent misuse.
Input Output 
Input Format:
Text input with specific formatting using tags like INST and special tokens.
Accepted Modalities:
text
Output Format:
Text generation
Performance Tips:
Output relies on using specific formatting and tokens for optimal results.
LLM NameLlama 2 7B Chat GGML
Repository 🤗https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML 
Model NameLlama 2 7B Chat
Model CreatorMeta Llama 2
Base Model(s)  Llama 2 7B Chat Hf   meta-llama/Llama-2-7b-chat-hf
Model Size7b
Required VRAM2.9 GB
Updated2025-02-23
MaintainerTheBloke
Model Typellama
Model Files  2.9 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.2 GB   4.1 GB   3.8 GB   4.6 GB   5.1 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureAutoModel
Licenseother

Quantized Models of the Llama 2 7B Chat GGML

Model
Likes
Downloads
VRAM
Llama 2 GGML Medical Chatbot342840 GB

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Rank the Llama 2 7B 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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Release v20241227
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