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Llama 2 13B GGML by TheBloke

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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-GGML 

Llama 2 13B GGML Benchmarks

LLME Score: 0.12906
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 GGML (TheBloke/Llama-2-13B-GGML)

Llama 2 13B GGML Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Assistant-like chat, Natural Language Generation tasks
Primary Use Cases:
Commercial and research use in English
Limitations:
Use in languages other than English is out-of-scope., Use in any manner that violates applicable laws or regulations is out-of-scope.
Considerations:
Pre-deploy safety testing and tuning recommended.
Additional Notes 
The model is optimized for dialogue use cases and provides substantial performance improvements.
Training Details 
Data Sources:
A new mix of 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
Training Time:
368,640 GPU hours
Hardware Used:
A100-80GB GPUs
Model Architecture:
Auto-regressive language model based on transformer architecture
Input Output 
Input Format:
Text input
Accepted Modalities:
text
Output Format:
Text generation
LLM NameLlama 2 13B GGML
Repository 🤗https://huggingface.co/TheBloke/Llama-2-13B-GGML 
Model NameLlama 2 13B
Model CreatorMeta
Base Model(s)  Llama 2 13B Hf   meta-llama/Llama-2-13b-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
Licensellama2

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

Rank the Llama 2 13B GGML Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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