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Favorite This post is co-written with Tom Dyer, Samuel Barnett and Francisco Azuaje from Genomics England. Genomics England analyzes sequenced genomes for The National Health Service (NHS) in the United Kingdom, and then equips researchers to use data to advance biological research. As part of its goal to help people
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Shared by AWS Machine Learning September 11, 2024
Favorite Helen Keller said, “Alone we can do so little; together we can do so much.” Although she wouldn’t have understood this 2024 expression, we know “she nailed it.” It takes many of us working together to truly accomplish great things. That’s why the OSI staff is so excited to
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Shared by voicesofopensource September 10, 2024
Favorite This post is co-written with Joe Clark from Domo. Data insights are crucial for businesses to enable data-driven decisions, identify trends, and optimize operations. Traditionally, gaining these insights required skilled analysts using specialized tools, which can make the process slow and less accessible. Generative artificial intelligence (AI) has revolutionized
Read More Shared by AWS Machine Learning September 10, 2024
Favorite State-of-the-art generative AI models and high performance computing (HPC) applications are driving the need for unprecedented levels of compute. Customers are pushing the boundaries of these technologies to bring higher fidelity products and experiences to market across industries. The size of large language models (LLMs), as measured by the
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Favorite Large language models (LLMs) have remarkable capabilities. Nevertheless, using them in customer-facing applications often requires tailoring their responses to align with your organization’s values and brand identity. In this post, we demonstrate how to use direct preference optimization (DPO), a technique that allows you to fine-tune an LLM with
Read More Shared by AWS Machine Learning September 10, 2024
Favorite Week 36 summary Draft v.0.0.9 of the Open Source AI Definition is available for comments -@Shamar agrees with @thesteve0 and emphasizes that AI systems consist of two parts: a virtual machine (architecture) and the weights (the executable software). He argues that while weights are important, they are not sufficient
Read More Shared by voicesofopensource September 9, 2024
Favorite Generative artificial intelligence (AI) applications powered by large language models (LLMs) are rapidly gaining traction for question answering use cases. From internal knowledge bases for customer support to external conversational AI assistants, these applications use LLMs to provide human-like responses to natural language queries. However, building and deploying such
Read More Shared by AWS Machine Learning September 7, 2024
Favorite Generative artificial intelligence (AI) models have become increasingly popular and powerful, enabling a wide range of applications such as text generation, summarization, question answering, and code generation. However, despite their impressive capabilities, these models often struggle with domain-specific tasks or use cases due to their general training data. To
Read More Shared by AWS Machine Learning September 7, 2024
Favorite This post was co-written with Mickey Alon from Vidmob. Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Specifically, such data analysis can result in predicting trends and public sentiment while also personalizing customer
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Favorite As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques has become key to efficiently balancing the quality of outputs, response time, and costs. Prompt engineering refers to the practice of crafting and optimizing inputs to the models by
Read More Shared by AWS Machine Learning September 6, 2024