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Llama 3 Open Ko 8B by beomi

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Llama 3 Open Ko 8B Benchmarks

LLME Score: 0.29093
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 Parameters and Internals

Model Type 
pretrained, instruction tuned
Use Cases 
Areas:
commercial, research
Applications:
assistant-like chat, natural language generation
Limitations:
unsuitable for languages other than English
Considerations:
Developers can fine-tune Llama 3 models for other languages adhering to policy.
Additional Notes 
This is a static model trained on an offline dataset.
Supported Languages 
languages_supported (en, ko), proficiency (N/A)
Training Details 
Data Sources:
Open-Solar-Ko Dataset
Data Volume:
60GB+ deduplicated text
Methodology:
auto-regressive language model using transformer architecture
Context Length:
8000
Hardware Used:
TPUv5e-256
Model Architecture:
optimized transformer architecture
Responsible Ai Considerations 
Mitigation Strategies:
Include safety mechanisms like Meta Llama Guard 2 and Code Shield
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text, code
Release Notes 
Version:
2024.04.24
Date:
2024-04-24
Notes:
Release of Llama-3-Open-Ko-8B model.
Version:
2024.05.01
Date:
2024-05-01
Notes:
Pre-Release of Llama-3-KoEn-8B model.
Version:
2024.05.20
Date:
2024-05-20
Notes:
Re-Upload RoPE fixed model
LLM NameLlama 3 Open Ko 8B
Repository 🤗https://huggingface.co/beomi/Llama-3-Open-Ko-8B 
Model Size8b
Required VRAM16 GB
Updated2024-11-21
Maintainerbeomi
Model Typellama
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
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 Open Ko 8B (beomi/Llama-3-Open-Ko-8B)

Quantized Models of the Llama 3 Open Ko 8B

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VRAM
Llama 3 Open Ko 8B Gguf3836044 GB
...3 Ko Bemoi 8B VBioLLM1000 Gguf01316 GB
...n Ko 8B Instruct VBiom V1 Gguf01016 GB
...8B Instruct AlphaEdu100V3 Gguf01816 GB
...n Ko 8B Instruct Kookmin2 Gguf088 GB
...en Ko 8B Instruct Kookmin Gguf088 GB

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Llama3 8B Special Dark V3.1.2a1024K / 16.1 GB4550
Llama3 8B Special Dark V2.01024K / 16.1 GB4950
Llama3 8B Special Dark RP11024K / 16.1 GB2230
L3.1 Gradient1024K / 16.1 GB90
...SLERP Gradient1048k OpenBioLLM1024K / 16.1 GB270
Loki V21024K / 16.1 GB340
Fiction Writer 61024K / 16.1 GB1310
Note: green Score (e.g. "73.2") means that the model is better than beomi/Llama-3-Open-Ko-8B.

Rank the Llama 3 Open Ko 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 v20241110
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