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Llama 3 Open Ko 8B Gguf by teddylee777

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  Arxiv:2310.04799   Autotrain compatible   Conversational   En   Endpoints compatible   Facebook   Gguf   Ko   Llama   Llama-3   Llama-3-ko   Meta   Pytorch   Q4   Quantized   Region:us

Llama 3 Open Ko 8B Gguf Benchmarks

ARC: 55.72 vs 96.7 (so35)-42.4%
HellaSwag: 74.92 vs 95.3 (gpt4)-21.4%
MMLU: 53.78 vs 88.3 (so35)-39.1%
TruthfulQA: 46.03 vs 59 (gpt4)-22%
WinoGrande: 72.53 vs 87.5 (gpt4)-17.1%
GSM8K: 22.29 vs 96.4 (so35)-76.9%
LLME Score: 0.26662
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 Open Ko 8B Gguf Parameters and Internals

Model Type 
text generation, dialogue optimization
Use Cases 
Areas:
Commercial and Research Applications
Primary Use Cases:
Assistant-like chat, Various natural language generation tasks
Limitations:
Any use violating applicable laws or the Acceptable Use Policy is prohibited.
Considerations:
Thorough safety testing and tuning recommended before deployment.
Supported Languages 
Korean (High proficiency), English (High proficiency)
Training Details 
Data Sources:
Open-Solar-Ko Dataset
Data Volume:
Over 60GB of deduplicated texts
Methodology:
New Llama-3 tokenizer
Context Length:
4096
Hardware Used:
TPUv5e-256
Model Architecture:
Optimized transformer architecture
Safety Evaluation 
Ethical Considerations:
Emphasizes openness, inclusivity, and helpfulness.
Responsible Ai Considerations 
Fairness:
Aimed for inclusivity and helpfulness across diverse backgrounds.
Mitigation Strategies:
Developers encouraged to use Meta Llama Guard 2 and Code Shield.
Input Output 
Input Format:
Text input
Accepted Modalities:
text
Output Format:
Text and code generation
Release Notes 
Version:
Llama-3-Open-Ko-8B
Date:
2024.04.24
Notes:
Release of Llama-3-Open-Ko-8B model.
LLM NameLlama 3 Open Ko 8B Gguf
Repository 🤗https://huggingface.co/teddylee777/Llama-3-Open-Ko-8B-gguf 
Base Model(s)  Llama 3 Open Ko 8B   beomi/Llama-3-Open-Ko-8B
Model Size8b
Required VRAM4.7 GB
Updated2024-11-21
Maintainerteddylee777
Model Typellama
Model Files  16.1 GB   4.7 GB   5.1 GB   4.9 GB   4.7 GB   5.6 GB   5.7 GB   5.6 GB   6.6 GB   8.5 GB
Supported Languagesen ko
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 Open Ko 8B Gguf (teddylee777/Llama-3-Open-Ko-8B-gguf)

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Rank the Llama 3 Open Ko 8B 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 v20241110
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