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EEVE Korean Instruct 10.8B V1.0 32K by maywell

 »  All LLMs  »  maywell  »  EEVE Korean Instruct 10.8B V1.0 32K   URL Share it on

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  Arxiv:2306.02707   Arxiv:2310.01377   Arxiv:2402.14714   Autotrain compatible Base model:finetune:yanolja/ee... Base model:yanolja/eeve-korean...   Conversational   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/maywell/EEVE-Korean-Instruct-10.8B-v1.0-32k 

EEVE Korean Instruct 10.8B V1.0 32K Benchmarks

LLME Score: 0.19453
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 32K (maywell/EEVE-Korean-Instruct-10.8B-v1.0-32k)

EEVE Korean Instruct 10.8B V1.0 32K Parameters and Internals

Model Type 
multimodal
Supported Languages 
Korean (primary)
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) through Axolotl
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
LLM NameEEVE Korean Instruct 10.8B V1.0 32K
Repository 🤗https://huggingface.co/maywell/EEVE-Korean-Instruct-10.8B-v1.0-32k 
Base Model(s)  yanolja/EEVE-Korean-Instruct-10.8B-v1.0   yanolja/EEVE-Korean-Instruct-10.8B-v1.0
Model Size10.8b
Required VRAM21.6 GB
Updated2024-12-26
Maintainermaywell
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-3   10.0 GB: 2-of-3   1.6 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size40960
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than maywell/EEVE-Korean-Instruct-10.8B-v1.0-32k.

Rank the EEVE Korean Instruct 10.8B V1.0 32K 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 v20241217
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