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Llama 3 Korean 12B by sh2orc

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  Merged Model   Autotrain compatible Base model:finetune:sh2orc/lla... Base model:sh2orc/llama-3-kore...   Bccard   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sh2orc   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sh2orc/Llama-3-Korean-12B 

Llama 3 Korean 12B Benchmarks

LLME Score: 0.19421
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 12B (sh2orc/Llama-3-Korean-12B)

Llama 3 Korean 12B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model is a merge using LazyMergekit.
Training Details 
Data Sources:
maywell/ko_wikidata_QA, lcw99/wikipedia-korean-20240501-1million-qna, inswave/AISquare_Koalpaca_Orca_merged, inswave/AISqaure_Intergrated_v1, MarkrAI/KoCommercial-Dataset
Methodology:
LazyMergekit
LLM NameLlama 3 Korean 12B
Repository 🤗https://huggingface.co/sh2orc/Llama-3-Korean-12B 
Base Model(s)  Llama 3 Korean 8B   sh2orc/Llama-3-Korean-8B
Merged ModelYes
Model Size8b
Required VRAM23.3 GB
Updated2025-02-05
Maintainersh2orc
Model Typellama
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   3.5 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size145038
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than sh2orc/Llama-3-Korean-12B.

Rank the Llama 3 Korean 12B 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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