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Polyglot Ko 12.8B Instruct by etri-xainlp

 »  All LLMs  »  etri-xainlp  »  Polyglot Ko 12.8B Instruct   URL Share it on

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  Autotrain compatible   Endpoints compatible   Gpt neox   Instruct   Ko   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/etri-xainlp/polyglot-ko-12.8b-instruct 

Polyglot Ko 12.8B Instruct Benchmarks

LLME Score: 0.15549
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Polyglot Ko 12.8B Instruct (etri-xainlp/polyglot-ko-12.8b-instruct)

Polyglot Ko 12.8B Instruct Parameters and Internals

Model Type 
Instruction-based, Text generation
Additional Notes 
Model trained with Adam optimizer, linear learning rate scheduler.
Supported Languages 
Korean (High)
Training Details 
Data Sources:
Instruction-following dataset (260k)
Methodology:
Fine-tuning
Hardware Used:
multi-GPU(A100 80G)
Input Output 
Input Format:
text prompts
Accepted Modalities:
text
Output Format:
generated text
Performance Tips:
Use distributed multi-GPU setup for optimal performance.
LLM NamePolyglot Ko 12.8B Instruct
Repository 🤗https://huggingface.co/etri-xainlp/polyglot-ko-12.8b-instruct 
Model Size12.8b
Required VRAM0.2 GB
Updated2025-02-05
Maintaineretri-xainlp
Model Typegpt_neox
Instruction-BasedYes
Model Files  26.0 GB   0.0 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB   0.2 GB   19.3 GB
Supported Languagesko
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.30.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size30003
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than etri-xainlp/polyglot-ko-12.8b-instruct.

Rank the Polyglot Ko 12.8B Instruct 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 v20241227
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