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Design Guide—Generative AI in the Enterprise – Model Customization
Introduction Customizing Large Language Models Solution Components Solution Architecture Validation Results
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System configurations for validation
Model customization validation
Performance Characterization Dell Professional Services for Generative AI Conclusion References Sample Scripts

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  • The Dell Validated Design for Generative AI Model Customization aims to simplify and accelerate the deployment of complex infrastructure for generative AI by providing validated and proven architectures. It helps customers by reducing the guesswork and potential risks associated with designing and implementing initial custom solutions.

    We validated SFT, LoRA, and P-tuning model customization techniques with Llama 2 models on our reference architecture to ensure the Dell and NVIDIA hardware and software are optimized and integrated to deliver reliable and high-performance solutions.