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SKY Ko Llama3 8B Lora by SkyOrbis

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Model Card on HF 🤗: https://huggingface.co/SkyOrbis/SKY-Ko-Llama3-8B-lora 

SKY Ko Llama3 8B Lora Benchmarks

LLME Score: 0.25486
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SKY Ko Llama3 8B Lora (SkyOrbis/SKY-Ko-Llama3-8B-lora)

SKY Ko Llama3 8B Lora Parameters and Internals

Model Type 
Language Model
Additional Notes 
This model is based on the Llama3 8B Instruct, a state-of-the-art language model, and has been fine-tuned using the LoRA. LoRA allows for efficient fine-tuning with fewer parameters, making the model more adaptable and faster to deploy for specific tasks.
Training Details 
Methodology:
Low-Rank Adaptation (LoRA)
Training Time:
25 hours
Hardware Used:
A100
LLM NameSKY Ko Llama3 8B Lora
Repository 🤗https://huggingface.co/SkyOrbis/SKY-Ko-Llama3-8B-lora 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
MaintainerSkyOrbis
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 Languagesko
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
LoRA ModelYes
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than SkyOrbis/SKY-Ko-Llama3-8B-lora.

Rank the SKY Ko Llama3 8B Lora 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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