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Meta Llama 3 8B Instruct GGUF by SanctumAI

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Meta Llama 3 8B Instruct GGUF Benchmarks

ARC: 59.64 vs 96.7 (so35)-38.3%
HellaSwag: 78.84 vs 95.3 (gpt4)-17.3%
MMLU: 65.06 vs 88.3 (so35)-26.3%
TruthfulQA: 50.17 vs 59 (gpt4)-15%
WinoGrande: 74.98 vs 87.5 (gpt4)-14.3%
GSM8K: 57.32 vs 96.4 (so35)-40.5%
LLME Score: 0.24777
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Meta Llama 3 8B Instruct GGUF Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Dialogue use cases
Primary Use Cases:
Optimized for dialogue
Additional Notes 
This model is quantized and optimized by SanctumAI using Sanctum app. Meta is the original creator of the Llama 3 model family.
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|> {system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|> {prompt}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
Performance Tips:
Use the 'Llama 3' model preset in Sanctum app for optimal performance
LLM NameMeta Llama 3 8B Instruct GGUF
Repository 🤗https://huggingface.co/SanctumAI/Meta-Llama-3-8B-Instruct-GGUF 
Base Model(s)  ...ta Llama 3 8B Instruct Chatbot   mkschulz9/meta-llama-3-8B-instruct-chatbot
Model Size8b
Required VRAM3.2 GB
Updated2024-11-21
MaintainerSanctumAI
Model Typellama
Instruction-BasedYes
Model Files  3.2 GB   4.3 GB   4.0 GB   3.7 GB   4.7 GB   5.1 GB   4.9 GB   4.9 GB   4.7 GB   5.6 GB   6.1 GB   5.7 GB   5.7 GB   5.6 GB   6.6 GB   8.5 GB   16.1 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother
Meta Llama 3 8B Instruct GGUF (SanctumAI/Meta-Llama-3-8B-Instruct-GGUF)

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Note: green Score (e.g. "73.2") means that the model is better than SanctumAI/Meta-Llama-3-8B-Instruct-GGUF.

Rank the Meta Llama 3 8B Instruct 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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