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Yi Ko 6B DPO V5 by GAI-LLM

 »  All LLMs  »  GAI-LLM  »  Yi Ko 6B DPO V5   URL Share it on

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  Autotrain compatible   Endpoints compatible   Ko   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/GAI-LLM/Yi-Ko-6B-dpo-v5 

Yi Ko 6B DPO V5 Benchmarks

LLME Score: 0.20458
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 V5 (GAI-LLM/Yi-Ko-6B-dpo-v5)

Yi Ko 6B DPO V5 Parameters and Internals

Model Type 
text generation
Supported Languages 
ko (native)
Training Details 
Data Sources:
Open Korean Dataset
Methodology:
Mixed-strategy with DPO
Hardware Used:
A100 GPU 80GB * 8
Model Architecture:
Yi-Ko-6B-dpo-v5 is an auto-regressive language model based on the LLaMA2 transformer architecture.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameYi Ko 6B DPO V5
Repository 🤗https://huggingface.co/GAI-LLM/Yi-Ko-6B-dpo-v5 
Model Size6b
Required VRAM12.4 GB
Updated2024-12-21
MaintainerGAI-LLM
Model Typellama
Model Files  10.0 GB: 1-of-2   2.4 GB: 2-of-2
Supported Languagesko
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size78464
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than GAI-LLM/Yi-Ko-6B-dpo-v5.

Rank the Yi Ko 6B DPO V5 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 v20241217
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