Llama 3 KoEn 8B by beomi

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  Arxiv:2310.04799   Autotrain compatible   Conversational   En   Endpoints compatible   Facebook   Instruct   Ko   Llama   Llama-3   Llama-3-ko   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/beomi/Llama-3-KoEn-8B 

Llama 3 KoEn 8B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 KoEn 8B (beomi/Llama-3-KoEn-8B)

Llama 3 KoEn 8B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial and research use in English
Applications:
Assistant-like chat, various natural language generation tasks
Limitations:
Testing conducted only in English; potential for inaccurate or biased responses
Considerations:
Safety testing and tuning are recommended before deploying applications.
Additional Notes 
Llama 3 is a new technology with associated risks, and testing has been limited.
Supported Languages 
English (supported), Korean (supported)
Training Details 
Data Sources:
Llama-2-KoEn Dataset
Data Volume:
80 billion+ tokens
Context Length:
8000
Hardware Used:
TPUv4-256
Model Architecture:
Auto-regressive transformer
Responsible Ai Considerations 
Fairness:
Core values of Llama 3 are openness, inclusivity and helpfulness.
Mitigation Strategies:
Implementation of Llama Guard and Code Shield for safety.
Input Output 
Input Format:
Text input only
Accepted Modalities:
Text
Output Format:
Text and code generation only
Release Notes 
Version:
8B
Date:
2024.05.01
Notes:
Pre-Release Llama-3-KoEn-8B model & Llama-3-KoEn-8B-Instruct-preview
LLM NameLlama 3 KoEn 8B
Repository ๐Ÿค—https://huggingface.co/beomi/Llama-3-KoEn-8B 
Model Size8b
Required VRAM16 GB
Updated2025-02-22
Maintainerbeomi
Model Typellama
Instruction-BasedYes
Model Files  3.0 GB: 1-of-6   2.9 GB: 2-of-6   3.0 GB: 3-of-6   2.9 GB: 4-of-6   2.9 GB: 5-of-6   1.3 GB: 6-of-6   3.0 GB: 1-of-6   2.9 GB: 2-of-6   3.0 GB: 3-of-6   2.9 GB: 4-of-6   2.9 GB: 5-of-6   1.3 GB: 6-of-6
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length8192
Model Max Length8192
Transformers Version4.35.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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

Rank the Llama 3 KoEn 8B 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 v20241227