Beyond LLM Experiments Practical Steps to Scalable Success
Автор: Thorogood
Загружено: 2024-08-12
Просмотров: 152
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As more companies adopt large language models (LLMs) to address valuable business opportunities, planning ahead to how the model will be deployed and used is key to realizing long-term value.
In this recorded webcast, we considered some unique challenges to deploying artificial intelligence in general, and large language models in particular, into use across your business. From evaluating models and ensuring consistent quality outputs, to optimizing models with a view to managing performance and cost, we shared real-world challenges from customer implementations, and some of the strategies you can use to ensure your model delivers real value for your business. We showed how tools like MLflow integrate best practices from MLOps and extend to LLMOps, to support the technical development and management of models throughout the project lifecycle.
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