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EEVE Korean Instruct 10.8B V1.0 by yanolja

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

  22493   
  Arxiv:2306.02707   Arxiv:2310.01377   Arxiv:2402.14714   Autotrain compatible Base model:finetune:yanolja/ee... Base model:yanolja/eeve-korean...   Conversational   Endpoints compatible   Generated from trainer   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yanolja/EEVE-Korean-Instruct-10.8B-v1.0 

EEVE Korean Instruct 10.8B V1.0 Benchmarks

ARC: 64.85 vs 96.7 (so35)-32.9%
HellaSwag: 83.04 vs 95.3 (gpt4)-12.9%
MMLU: 64.23 vs 88.3 (so35)-27.3%
TruthfulQA: 54.09 vs 59 (gpt4)-8.3%
WinoGrande: 81.93 vs 87.5 (gpt4)-6.4%
GSM8K: 50.72 vs 96.4 (so35)-47.4%
LLME Score: 0.27671
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EEVE Korean Instruct 10.8B V1.0 (yanolja/EEVE-Korean-Instruct-10.8B-v1.0)

EEVE Korean Instruct 10.8B V1.0 Parameters and Internals

Model Type 
text generation
Additional Notes 
Join our Discord community for more insights.
Supported Languages 
Korean (proficient)
Training Details 
Data Sources:
Korean-translated version of Open-Orca/SlimOrca-Dedup, Korean-translated version of argilla/ultrafeedback-binarized-preferences-cleaned
Methodology:
Direct Preference Optimization (DPO)
Input Output 
Input Format:
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. Human: {prompt} Assistant:
Accepted Modalities:
text
Output Format:
Text responses
LLM NameEEVE Korean Instruct 10.8B V1.0
Repository 🤗https://huggingface.co/yanolja/EEVE-Korean-Instruct-10.8B-v1.0 
Base Model(s)  yanolja/EEVE-Korean-10.8B-v1.0   yanolja/EEVE-Korean-10.8B-v1.0
Model Size10.8b
Required VRAM21.6 GB
Updated2024-12-26
Maintaineryanolja
Model Typellama
Instruction-BasedYes
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 Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size40960
Torch Data Typebfloat16

Quantized Models of the EEVE Korean Instruct 10.8B V1.0

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Rank the EEVE Korean Instruct 10.8B 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 v20241217
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