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Yi Ko 6B DPO V6 by GAI-LLM

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  Autotrain compatible   Endpoints compatible   Instruct   Ko   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/GAI-LLM/Yi-Ko-6B-dpo-v6 

Yi Ko 6B DPO V6 Benchmarks

LLME Score: 0.13388
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi Ko 6B DPO V6 (GAI-LLM/Yi-Ko-6B-dpo-v6)
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Yi Ko 6B DPO V6 Parameters and Internals

Model Type 
text-generation
Supported Languages 
ko (unknown)
Training Details 
Data Sources:
Open Korean Dataset using mixed-strategy with DPO
Hardware Used:
A100 GPU 80GB * 8
Model Architecture:
auto-regressive language model based on the LLaMA2 transformer architecture
Input Output 
Input Format:
text only
Output Format:
text generation
LLM NameYi Ko 6B DPO V6
Repository 🤗https://huggingface.co/GAI-LLM/Yi-Ko-6B-dpo-v6 
Model Size6b
Required VRAM26.4 GB
Updated2025-09-12
MaintainerGAI-LLM
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-3   9.9 GB: 2-of-3   6.5 GB: 3-of-3
Supported Languagesko
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size46336
Torch Data Typebfloat16

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DAVinCI Yi Ko 6B V0.82K / 24.6 GB150
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DAVinCI Yi Ko 6B V0.61 Ff E12K / 24.6 GB70
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Note: green Score (e.g. "73.2") means that the model is better than GAI-LLM/Yi-Ko-6B-dpo-v6.

Rank the Yi Ko 6B DPO V6 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 v20241124
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