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EvoLLM JP V1 10B by SakanaAI

 »  All LLMs  »  SakanaAI  »  EvoLLM JP V1 10B   URL Share it on

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  Arxiv:2403.13187   Autotrain compatible   Custom code   Evomistral   Ja   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/SakanaAI/EvoLLM-JP-v1-10B 

EvoLLM JP V1 10B Benchmarks

LLME Score: 0.19145
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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EvoLLM JP V1 10B Parameters and Internals

Model Type 
Autoregressive Language Model
Additional Notes 
EvoLLM-JP-v1-10B is an experimental general-purpose Japanese LLM created using the Evolutionary Model Merge method by merging models Shisa Gamma 7B v1, WizardMath 7B V1.1, and Abel 7B 002.
Supported Languages 
Japanese (native)
Training Details 
Methodology:
Evolutionary Model Merge
Input Output 
Input Format:
Messages structured in roles and content
Accepted Modalities:
text
Output Format:
Text
LLM NameEvoLLM JP V1 10B
Repository 🤗https://huggingface.co/SakanaAI/EvoLLM-JP-v1-10B 
Model Size10b
Required VRAM19.7 GB
Updated2024-12-04
MaintainerSakanaAI
Model Typeevomistral
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   4.9 GB: 4-of-4
Supported Languagesja
Model ArchitectureEvoMistralForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
EvoLLM JP V1 10B (SakanaAI/EvoLLM-JP-v1-10B)

Rank the EvoLLM JP V1 10B 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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