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Llama3 InstrucTrans Enko 8B by nayohan

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational Dataset:nayohan/aihub-en-ko-tr... Dataset:nayohan/translate corp...   En   Endpoints compatible   Enko   Instruct   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow   Translation
Model Card on HF 🤗: https://huggingface.co/nayohan/llama3-instrucTrans-enko-8b 

Llama3 InstrucTrans Enko 8B Benchmarks

LLME Score: 0.2186
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 InstrucTrans Enko 8B (nayohan/llama3-instrucTrans-enko-8b)

Llama3 InstrucTrans Enko 8B Parameters and Internals

Model Type 
translation, text-generation
Use Cases 
Areas:
Translation applications, Research in language modeling
Applications:
English to Korean translation tasks
Primary Use Cases:
Translation of texts from English to Korean, especially in technical domains
Considerations:
Primarily designed for translation tasks
Additional Notes 
This model has shown superior results compared to other EN-KO translation models.
Supported Languages 
English (High proficiency), Korean (High proficiency)
Training Details 
Data Sources:
nayohan/aihub-en-ko-translation-1.2m, nayohan/translate_corpus_313k
Data Volume:
1.5 million pairs
Methodology:
Fine-tuning on Llama-3-8B-it
Model Architecture:
Transformer-based sequence-to-sequence
Input Output 
Input Format:
Text (English)
Accepted Modalities:
Text
Output Format:
Text (Korean)
LLM NameLlama3 InstrucTrans Enko 8B
Repository 🤗https://huggingface.co/nayohan/llama3-instrucTrans-enko-8b 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainernayohan
Model Typellama
Instruction-BasedYes
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 Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than nayohan/llama3-instrucTrans-enko-8b.

Rank the Llama3 InstrucTrans Enko 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 v20241227
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