Llama3 8B Ko Sft DPO V1 by youjunhyeok

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Llama3 8B Ko Sft DPO V1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Ko Sft DPO V1 (youjunhyeok/llama3-8b-ko-sft-dpo-v1)

Llama3 8B Ko Sft DPO V1 Parameters and Internals

Model Type 
Causal Language Model
Training Details 
Data Sources:
youjunhyeok/ko-orca-pair-and-ultrafeedback-dpo
Data Volume:
15000 samples
Methodology:
LoRA
Context Length:
1024
Input Output 
Input Format:
Standard chat-based inputs formatted in a template style
Accepted Modalities:
text
Output Format:
Generated text in response to inputs
Performance Tips:
Use appropriate temperature and top_p settings for optimal performance
LLM NameLlama3 8B Ko Sft DPO V1
Repository ๐Ÿค—https://huggingface.co/youjunhyeok/llama3-8b-ko-sft-dpo-v1 
Model Size8b
Required VRAM32.1 GB
Updated2025-02-22
Maintaineryoujunhyeok
Model Typellama
Model Files  4.9 GB: 1-of-7   4.8 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than youjunhyeok/llama3-8b-ko-sft-dpo-v1.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227