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Llama 3 Open Ko 8B by beomi

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Model Card on HF 🤗: https://huggingface.co/beomi/Llama-3-Open-Ko-8B 

Llama 3 Open Ko 8B Benchmarks

LLME Score: 0.29109
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 (beomi/Llama-3-Open-Ko-8B)

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
Updated2024-12-21
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

Quantized Models of the Llama 3 Open Ko 8B

Model
Likes
Downloads
VRAM
Llama 3 Open Ko 8B Gguf4025524 GB
...3 Ko Bemoi 8B VBioLLM1000 Gguf0516 GB
...n Ko 8B Instruct VBiom V1 Gguf0516 GB
...8B Instruct AlphaEdu100V3 Gguf0616 GB
...n Ko 8B Instruct Kookmin2 Gguf0108 GB
...en Ko 8B Instruct Kookmin Gguf058 GB

Best Alternatives to Llama 3 Open Ko 8B

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB5528678
Thor V1.4 8B DARK FICTION1024K / 16.1 GB9412
MrRoboto ProLong 8B V2b1024K / 16.1 GB1770
MrRoboto ProLong 8B V4b1024K / 16.1 GB940
MrRoboto ProLong 8B V4c1024K / 16.1 GB790
MrRoboto ProLong 8B V4e1024K / 16.1 GB430
MrRoboto ProLong 8B V1a1024K / 16.1 GB1070
MrRoboto ProLong 8B V4f1024K / 16.1 GB380
MrRoboto ProLong 8B V2a1024K / 16.1 GB1010
HEL V0.8 8B LONG DARK1024K / 16.1 GB2000
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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