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EEVE Korean 10.8B V1.0 by yanolja

 »  All LLMs  »  yanolja  »  EEVE Korean 10.8B V1.0   URL Share it on

  6233   
  Arxiv:2402.14714   Autotrain compatible Base model:finetune:upstage/so... Base model:upstage/solar-10.7b...   Conversational   Endpoints compatible   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yanolja/EEVE-Korean-10.8B-v1.0 

EEVE Korean 10.8B V1.0 Benchmarks

LLME Score: 0.17676
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EEVE Korean 10.8B V1.0 (yanolja/EEVE-Korean-10.8B-v1.0)
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EEVE Korean 10.8B V1.0 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Korean language tasks
Limitations:
The model hasn't been fine-tuned with instruction-based training.
Additional Notes 
The model is fine-tuned for improved understanding of the Korean language, utilizing Korean web-crawled datasets for enhanced performance. The vocabulary was carefully expanded with new Korean tokens.
Supported Languages 
Korean (Extended proficiency)
Training Details 
Data Sources:
Korean web-crawled datasets available on HuggingFace
Data Volume:
100GB Korean corpus
Methodology:
Subword-based embedding with a seven-stage training process involving parameter freezing, progressively training from input embeddings to full parameters
Model Architecture:
Adapting foundational models from English to Korean with causal language modeling pre-training
LLM NameEEVE Korean 10.8B V1.0
Repository 🤗https://huggingface.co/yanolja/EEVE-Korean-10.8B-v1.0 
Base Model(s)  upstage/SOLAR-10.7B-v1.0   upstage/SOLAR-10.7B-v1.0
Model Size10.7b
Required VRAM21.6 GB
Updated2025-08-30
Maintaineryanolja
Model Typellama
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   5.0 GB: 3-of-5   4.9 GB: 4-of-5   1.9 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size40960
Torch Data Typebfloat16

Quantized Models of the EEVE Korean 10.8B V1.0

Model
Likes
Downloads
VRAM
...orean Instruct 10.8B V1.0 Gguf2118046 GB

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Note: green Score (e.g. "73.2") means that the model is better than yanolja/EEVE-Korean-10.8B-v1.0.

Rank the EEVE Korean 10.8B V1.0 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 v20241124
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