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EvoLLM JP V1 7B by SakanaAI

 »  All LLMs  »  SakanaAI  »  EvoLLM JP V1 7B   URL Share it on

  18966   
  Arxiv:2403.13187   Autotrain compatible   Endpoints compatible   Ja   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/SakanaAI/EvoLLM-JP-v1-7B 

EvoLLM JP V1 7B Benchmarks

LLME Score: 0.24784
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EvoLLM JP V1 7B (SakanaAI/EvoLLM-JP-v1-7B)

EvoLLM JP V1 7B Parameters and Internals

Model Type 
Autoregressive Language Model
Use Cases 
Areas:
research
Additional Notes 
Model was created using the Evolutionary Model Merge method.
Supported Languages 
ja (native)
LLM NameEvoLLM JP V1 7B
Repository 🤗https://huggingface.co/SakanaAI/EvoLLM-JP-v1-7B 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-26
MaintainerSakanaAI
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesja
Model ArchitectureMistralForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than SakanaAI/EvoLLM-JP-v1-7B.

Rank the EvoLLM JP V1 7B 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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