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EEVE Korean 2.8B V1.0 by yanolja

 »  All LLMs  »  yanolja  »  EEVE Korean 2.8B V1.0   URL Share it on

  1622   
  Arxiv:2402.14714   Autotrain compatible Base model:finetune:microsoft/...   Base model:microsoft/phi-2   Conversational   Custom code   Endpoints compatible   Generated from trainer   Phi   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yanolja/EEVE-Korean-2.8B-v1.0 

EEVE Korean 2.8B V1.0 Benchmarks

ARC: 57.25 vs 96.7 (so35)-40.8%
HellaSwag: 72.15 vs 95.3 (gpt4)-24.3%
MMLU: 51.62 vs 88.3 (so35)-41.5%
TruthfulQA: 44.27 vs 59 (gpt4)-25%
WinoGrande: 73.72 vs 87.5 (gpt4)-15.7%
GSM8K: 36.39 vs 96.4 (so35)-62.3%
LLME Score: 0.1838
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EEVE Korean 2.8B V1.0 (yanolja/EEVE-Korean-2.8B-v1.0)
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EEVE Korean 2.8B V1.0 Parameters and Internals

Model Type 
Multilingual, Language Model
Use Cases 
Primary Use Cases:
Korean language tasks
Limitations:
Model hasn't been fine-tuned with instruction-based training
Additional Notes 
The model is fine-tuned specifically for Korean tasks using an extended Korean vocabulary. It expands upon the English-trained base model by adding new Korean tokens and partially fine-tuning relevant embeddings.
Supported Languages 
Korean (fluent)
Training Details 
Data Sources:
Korean web-crawled datasets
Methodology:
Subword-based embedding with parameter freezing
LLM NameEEVE Korean 2.8B V1.0
Repository 🤗https://huggingface.co/yanolja/EEVE-Korean-2.8B-v1.0 
Base Model(s)  Phi 2   microsoft/phi-2
Model Size2.8b
Required VRAM5.7 GB
Updated2025-08-30
Maintaineryanolja
Model Typephi
Model Files  5.0 GB: 1-of-2   0.7 GB: 2-of-2
Model ArchitecturePhiForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.38.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size58944
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than yanolja/EEVE-Korean-2.8B-v1.0.

Rank the EEVE Korean 2.8B V1.0 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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