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Llama 3 Open Ko 8B Instruct Preview 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 🤗: https://huggingface.co/beomi/Llama-3-Open-Ko-8B-Instruct-preview 

Llama 3 Open Ko 8B Instruct Preview Benchmarks

LLME Score: 0.24003
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 Instruct Preview (beomi/Llama-3-Open-Ko-8B-Instruct-preview)

Llama 3 Open Ko 8B Instruct Preview Parameters and Internals

Model Type 
text-generation
Additional Notes 
Not fine-tuned with any Korean instruction set, intended as a starting point for creating new Chat/Instruct models.
Supported Languages 
languages_supported (Korean), proficiency_level (Fluent)
Training Details 
Data Sources:
publicly available resources
Data Volume:
60GB+ of deduplicated texts
Methodology:
Continued pretraining with publicly available resources
Hardware Used:
TPUv5e-256
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
2024.05.01
Notes:
Pre-Release Llama-3-KoEn-8B
Version:
2024.04.24
Notes:
Release Llama-3-Open-Ko-8B model
LLM NameLlama 3 Open Ko 8B Instruct Preview
Repository 🤗https://huggingface.co/beomi/Llama-3-Open-Ko-8B-Instruct-preview 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainerbeomi
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
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-Open-Ko-8B-Instruct-preview.

Rank the Llama 3 Open Ko 8B Instruct Preview 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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