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Artificial Intelligence

A novel computational method may simplify the process of engineering beneficial proteins.

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Optimize your Amazon Titan Image Generator G1 model through the customization provided by Amazon Bedrock.

Amazon has introduced the Titan Image Generator G1, a cutting-edge text-to-image model available through Amazon Bedrock. This model can interpret prompts describing multiple objects within different contexts and reflects these details in the images generated. It also provides advanced image editing options such as smart cropping, in-painting, and background changes. Currently, the service is available…

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Upstage’s solar models are now accessible through Amazon SageMaker JumpStart.

A recent blog co-authored by Hwalsuk Lee at Upstage announced that Upstage’s Solar foundation model is now available on Amazon SageMaker JumpStart. The Solar language model has been pre-trained, offering improved functionality across languages, domains, and tasks. The Solar Mini Chat and Solar Mini Chat – Quant models are now accessible via SageMaker JumpStart. Amazon SageMaker…

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Activate single-use entry to Amazon SageMaker Canvas via AWS IAM Identity Center: Second Part

Amazon SageMaker Canvas offers users end-to-end machine learning (ML) applications without the need for coding. The interface supports functionalities such as data preparation, endpoint deployment, and adjustment of foundation models for generative AI among others. A crucial step in enabling users and ensuring secure environments involves the use of single sign-on (SSO) via AWS IAM Identity…

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AWS and Mistral AI pledge to make generative AI accessible to all through an enhanced partnership.

The shift towards generative artificial intelligence (AI) is becoming increasingly apparent, with businesses of all sizes and industries leveraging the technology to transform their operations. Generative AI is reshaping the interaction with machines, offering more intuitive and accessible workflows, and enhancing decision-making through rapid information processing. Many companies have started to integrate generative AI applications…

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Introducing Quivr: A Publicly Accessible RAG Framework with Over 38,000 Stars on Github

In the modern digital era, information overload proves a significant challenge for both individuals and businesses. A multitude of files, emails, and notes often results in digital clutter, leading to increased difficulty in finding needed information and potentially hampering productivity. To combat this issue, Quivr has been developed as an open-source, robust AI assistant, aimed…

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Introducing Quivr: A Github-Famous Open Source RAG Framework Boasting Over 38k Stars

In today's data-driven world, managing copious amounts of information can be overwhelming and reduce productivity. Quivr, an open-source RAG framework and powerful AI assistant, seeks to alleviate this information overload issue faced by individuals and businesses. Unlike conventional tagging and folder methods, Quivr uses natural language processing to provide personalized search results within your files…

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DomainLab: A Versatile Python Module for Universal Application in Deep Learning

Artificial intelligence and deep learning models, despite their popularity and capacity, often struggle with generalization, particularly when they encounter data that differs from what they were trained on. This issue arises when the distribution of training and testing data varies, resulting in reduced model performance. The concept of domain generalization has been introduced to combat…

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The Concept of Feedback Generated by Compiler for Big Language Models

Large Language Models (LLMs) have shown significant impact across various tasks within the software engineering space. Leveraging extensive open-source code datasets and Github-enabled models like CodeLlama, ChatGPT, and Codex, they can generate code and documentation, translate between programming languages, write unit tests, and identify and rectify bugs. AlphaCode is a pre-trained model that can help…

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AI hastens the resolution of complex issues or situations.

Santa Claus can deliver presents worldwide in one night, but for companies like FedEx, this task isn't so simple - and it is so complex, dedicated software is often used to solve it. Known as a mixed-integer linear programming (MILP) solver, the software breaks down this vast optimization problem into smaller pieces and then employs…

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