Llama VARCO 8B Instruct LLaMAfied by lemon-mint

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational   En   Endpoints compatible   Instruct   Ko   Llama   Llama-3.1   Ncsoft   Region:us   Safetensors   Sharded   Tensorflow   Varco

Llama VARCO 8B Instruct LLaMAfied Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama VARCO 8B Instruct LLaMAfied (lemon-mint/Llama-VARCO-8B-Instruct-LLaMAfied)

Llama VARCO 8B Instruct LLaMAfied Parameters and Internals

Model Type 
Generative, Language Model
Use Cases 
Areas:
Research, Korean text generation, English text generation
Applications:
Language understanding and generation, Translation between English and Korean
Additional Notes 
Specifically designed to excel in Korean tasks with enhanced performance in both Korean and English.
Supported Languages 
Korean (Advanced Proficiency), English (Proficient)
Training Details 
Data Sources:
Korean and English datasets for continual pre-training
Methodology:
Continual pre-training, supervised fine-tuning (SFT), and direct preference optimization (DPO) in Korean
Model Architecture:
Llama architecture
Input Output 
Input Format:
Chat prompt format
Accepted Modalities:
text
Output Format:
Textual responses
LLM NameLlama VARCO 8B Instruct LLaMAfied
Repository ๐Ÿค—https://huggingface.co/lemon-mint/Llama-VARCO-8B-Instruct-LLaMAfied 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-09
Maintainerlemon-mint
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
Licensellama3.1
Context Length8192
Model Max Length8192
Transformers Version4.44.0
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 lemon-mint/Llama-VARCO-8B-Instruct-LLaMAfied.

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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 v20241227