A Technology Broker and Management Company Specializing in KM Systems
Favorite Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data. However, companies are discovering that performing full fine tuning for these models with their data isn’t cost effective. To reduce
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Shared by AWS Machine Learning December 25, 2024
Favorite Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural
Read More Shared by AWS Machine Learning December 24, 2024
Favorite When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges is accurately capturing user speech input for slot values. For example, when a user needs to provide their account number or confirmation code, speech recognition accuracy becomes crucial. This is where transcription confidence scores come in to
Read More Shared by AWS Machine Learning December 24, 2024
Favorite The Open Source Initiative (OSI) serves as the premier resource for millions of visitors seeking essential information about OSI-Approved licenses. The enriched license pages go beyond basic descriptions, incorporating relevant metadata to provide deeper insights and better support for Open Source users, developers, and organizations. The most popular licenses
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Shared by voicesofopensource December 23, 2024
Favorite Recap some of Google’s biggest AI news from 2024, including moments from Gemini, NotebookLM, Search and more. View Original Source (blog.google/technology/ai/) Here.
Favorite Here are Google’s latest AI updates from December including Gemini 2.0, GenCast, and Willow. View Original Source (blog.google/technology/ai/) Here.
Favorite As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic systems, which harness the power of foundation models (FMs) to tackle complex, real-world challenges. By seamlessly integrating multiple agents, these innovative solutions enable autonomous collaboration,
Read More Shared by AWS Machine Learning December 20, 2024
Favorite Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these models is heavily influenced by the data used during the training process. In this blog post, we provide an introduction to preparing your own dataset for LLM training. Whether your
Read More Shared by AWS Machine Learning December 20, 2024
Favorite Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. In addition, they can help your employees reduce repetitive tasks and focus on
Read More Shared by AWS Machine Learning December 20, 2024
Favorite As 2024 draws to a close, the Open Source Initiative (OSI) reflects on an eventful year marked by significant achievements in advocating for Open Source principles in policy and standards development worldwide. Below, we highlight key milestones, initiatives and ongoing work from the year. Global engagements Columbia Convening on
Read More Shared by voicesofopensource December 19, 2024