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Llama 3 Ko 8B Instruct by maywell

 »  All LLMs  »  maywell  »  Llama 3 Ko 8B Instruct   URL Share it on

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  Arxiv:2310.04799   Autotrain compatible   Conversational   Doi:10.57967/hf/2449   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/maywell/Llama-3-Ko-8B-Instruct 

Llama 3 Ko 8B Instruct Benchmarks

LLME Score: 0.20056
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Ko 8B Instruct (maywell/Llama-3-Ko-8B-Instruct)

Llama 3 Ko 8B Instruct Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Commercial, Research
Primary Use Cases:
Assistant-like chat, Natural language generation tasks
Limitations:
Use in languages other than English
Considerations:
Safety requirements should be tailored to specific applications.
Additional Notes 
Model primarily intended for English, but can be fine-tuned for other languages.
Supported Languages 
Korean (high proficiency), English (intended for use)
Training Details 
Data Sources:
Open-Solar-Ko Dataset
Data Volume:
17.7B+ tokens
Methodology:
Auto-regressive transformer architecture
Context Length:
8000
Hardware Used:
TPUv5e-256
Model Architecture:
Transformer architecture
Safety Evaluation 
Methodologies:
Use of Meta Llama Guard 2, Code Shield, Safety best practices
Risk Categories:
Responsible LLM-application deployment
Ethical Considerations:
Testing conducted in English; may produce inaccurate or biased responses.
Responsible Ai Considerations 
Fairness:
Model emphasizes inclusivity and openness.
Transparency:
Responsible Use Guide and Llama Guard provided.
Accountability:
Accountable to Acceptable Use Policy.
Mitigation Strategies:
Purple Llama solutions for safety.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text and code generation
Performance Tips:
Fine-tuning with specific instruction sets could improve adaptability.
Release Notes 
Version:
Llama-3-Open-Ko-8B
Date:
2024-04-24
Notes:
Release of the Llama-3-Open-Ko-8B model.
LLM NameLlama 3 Ko 8B Instruct
Repository 🤗https://huggingface.co/maywell/Llama-3-Ko-8B-Instruct 
Model Size8b
Required VRAM16.1 GB
Updated2025-04-26
Maintainermaywell
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
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 Ko 8B Instruct

Model
Likes
Downloads
VRAM
KoSafeGuard 8B 050351216 GB

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

Rank the Llama 3 Ko 8B Instruct 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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