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Incorporate offline and online human – machine workflows into your generative AI applications on AWS

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data. An important aspect of developing effective generative AI application is Reinforcement …

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Evaluation of generative AI techniques for clinical report summarization

Evaluation of generative AI techniques for clinical report summarization

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. This is a fully managed service that offers a choice …

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