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Llama 3 Korean Bllossom 8B by MLP-KTLim

 »  All LLMs  »  MLP-KTLim  »  Llama 3 Korean Bllossom 8B   URL Share it on

  195115   
  Arxiv:2403.10882   Arxiv:2403.11399   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   En   Endpoints compatible   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MLP-KTLim/llama-3-Korean-Bllossom-8B 

Llama 3 Korean Bllossom 8B Benchmarks

MMLU Pro: 28.82
GPQA: 1.68
MUSR: 3.63
BBH: 26.93
IFEval: 51.13 vs 88 (so35)-41.9%
MATH Lvl 5: 9.82
LLME Score: 0.39668
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Korean Bllossom 8B (MLP-KTLim/llama-3-Korean-Bllossom-8B)

Llama 3 Korean Bllossom 8B Parameters and Internals

Model Type 
Bilingual Language Model
Use Cases 
Areas:
Research, Commercial
Additional Notes 
Bllossom is a robust model for Korean-English bilingual tasks, incorporating advanced methodologies such as ELO pre-training and custom instruction tuning. The model facilitates commercial applications and offers advanced analytics for multilingual processing.
Supported Languages 
en (English), ko (Korean)
Training Details 
Data Sources:
Korean-English Parallel Corpus, Human Feedback
Data Volume:
250GB
Methodology:
Instruction Tuning, Vocabulary Expansion, Knowledge Linking
Model Architecture:
Vision-Language Alignment
Input Output 
Input Format:
Chat template
Accepted Modalities:
Text
Release Notes 
Date:
2024.08.09
Notes:
Update based on Llama3.1 model; performance enhancements.
Version:
Bllossom ELO
Date:
2024.06.18
Notes:
Increased pre-training data and improved performance.
LLM NameLlama 3 Korean Bllossom 8B
Repository 🤗https://huggingface.co/MLP-KTLim/llama-3-Korean-Bllossom-8B 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
MaintainerMLP-KTLim
Model Typellama
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
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.43.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the Llama 3 Korean Bllossom 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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Release v20241217
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