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Llama 3.2 Korean Bllossom 3B by Bllossom

 »  All LLMs  »  Bllossom  »  Llama 3.2 Korean Bllossom 3B   URL Share it on

  82353   
  Arxiv:2403.10882   Arxiv:2403.11399   Autotrain compatible   Conversational   En   Endpoints compatible   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Bllossom/llama-3.2-Korean-Bllossom-3B 

Llama 3.2 Korean Bllossom 3B Benchmarks

LLME Score: 0.39817
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.2 Korean Bllossom 3B (Bllossom/llama-3.2-Korean-Bllossom-3B)

Llama 3.2 Korean Bllossom 3B Parameters and Internals

Model Type 
text generation, bilingual model
Additional Notes 
Model is designed with full-tuning using a vast amount of Korean data, maintaining English performance.
Supported Languages 
en (full), ko (full)
Training Details 
Data Volume:
150GB of refined Korean data
Methodology:
Instruction tuning
Hardware Used:
GPUs
Release Notes 
Version:
3B
Date:
2024-10-08
Notes:
Initial release of Bllossom-3B model with optimized Korean and English bilingual capabilities.
LLM NameLlama 3.2 Korean Bllossom 3B
Repository 🤗https://huggingface.co/Bllossom/llama-3.2-Korean-Bllossom-3B 
Base Model(s)  meta-llama/Meta-Llama-3.2-3B   meta-llama/Meta-Llama-3.2-3B
Model Size3b
Required VRAM6.5 GB
Updated2024-12-21
MaintainerBllossom
Model Typellama
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen ko
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.45.0
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 Bllossom/llama-3.2-Korean-Bllossom-3B.

Rank the Llama 3.2 Korean Bllossom 3B 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 v20241217
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