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RakutenAI 7B by Rakuten

 »  All LLMs  »  Rakuten  »  RakutenAI 7B   URL Share it on

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  Arxiv:2403.15484   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   En   Endpoints compatible   Ja   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Rakuten/RakutenAI-7B 

RakutenAI 7B Benchmarks

MMLU Pro: 20.86
GPQA: 5.26
MUSR: 4.66
BBH: 20.98
IFEval: 15.56 vs 88 (so35)-82.3%
MATH Lvl 5: 1.96
LLME Score: 0.22762
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RakutenAI 7B (Rakuten/RakutenAI-7B)

RakutenAI 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Text generation in Japanese and English
Primary Use Cases:
Japanese language understanding
Limitations:
Possible to produce biased, inaccurate, or unsafe outputs
Considerations:
Please exercise caution and judgement while interacting with the model.
Additional Notes 
The suite of RakutenAI-7B models is capable of generating human-like text on a wide range of topics.
Supported Languages 
Japanese (Proficient), English (Competitive)
Training Details 
Methodology:
Retrofitting of pre-trained model weights and vocabulary extension for Japanese
Model Architecture:
Mistral model architecture
Input Output 
Accepted Modalities:
text
LLM NameRakutenAI 7B
Repository 🤗https://huggingface.co/Rakuten/RakutenAI-7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.8 GB
Updated2025-02-22
MaintainerRakuten
Model Typemistral
Model Files  10.0 GB: 1-of-2   4.8 GB: 2-of-2   10.0 GB: 1-of-2   4.8 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size48000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Rakuten/RakutenAI-7B.

Rank the RakutenAI 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 v20241227
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