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Polyglot Ko 12.8B Inst All by nayohan

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  Autotrain compatible Base model:eleutherai/polyglot... Base model:finetune:eleutherai...   Dataset:dilab-hyu/koquality   Endpoints compatible   Gpt-neox   Gpt neox   Ko   Koquality   Polyglot-ko   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nayohan/polyglot-ko-12.8b-Inst-All 

Polyglot Ko 12.8B Inst All Benchmarks

LLME Score: 0.11747
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 Inst All (nayohan/polyglot-ko-12.8b-Inst-All)
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Polyglot Ko 12.8B Inst All Parameters and Internals

Model Type 
text-generation
Supported Languages 
ko (Full proficiency)
Training Details 
Data Sources:
Kullm, OIG, KoAlpaca, DILAB-HYU/KoQuality
Data Volume:
koquality_raw.json -> 96step
Methodology:
Instruct-tuned with full instruction dataset.
Hardware Used:
multi-GPU (A100 80G) with 6 devices
Model Architecture:
gpt-neox
LLM NamePolyglot Ko 12.8B Inst All
Repository 🤗https://huggingface.co/nayohan/polyglot-ko-12.8b-Inst-All 
Base Model(s)  EleutherAI/polyglot-ko-12.8b   EleutherAI/polyglot-ko-12.8b
Model Size12.8b
Required VRAM51.4 GB
Updated2025-11-01
Maintainernayohan
Model Typegpt_neox
Model Files  4.8 GB: 1-of-11   4.9 GB: 2-of-11   4.7 GB: 3-of-11   4.6 GB: 4-of-11   4.6 GB: 5-of-11   4.9 GB: 6-of-11   4.7 GB: 7-of-11   4.6 GB: 8-of-11   4.6 GB: 9-of-11   4.9 GB: 10-of-11   4.1 GB: 11-of-11
Supported Languagesko
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.35.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size30003
Torch Data Typefloat32

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KoRnDAlpaca RAG Polyglot 12.8B2K / 51.4 GB50
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Gollm 12.8B Instruct V2.32K / 25.9 GB50
Polyglot Ko 12.8B Inst2K / 51.4 GB61
Note: green Score (e.g. "73.2") means that the model is better than nayohan/polyglot-ko-12.8b-Inst-All.

Rank the Polyglot Ko 12.8B Inst All 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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