Meta's Code Llama foundation models, available on Amazon SageMaker JumpStart, offer state-of-the-art large language models for generating code and natural language prompts. Code Llama comes in three variants and various sizes, trained on billions of tokens, providing stable generations with up to 100,000 tokens of context. SageMaker JumpStart offers access to a range of foundation models, inclu...
Amazon SageMaker Canvas provides a no-code interface for domain experts to create powerful analytics and ML models, addressing the skillset dilemma in data-driven decision-making. This post demonstrates how SageMaker Canvas can be used for anomaly detection in the manufacturing industry, helping to identify malfunctions or unusual operations of industrial machines.
Google has released Gemini Pro 1.5, a new AI language model that uses less compute power but achieves comparable quality to its predecessor, Ultra 1.0. This comes just a week after the launch of Ultra 1.0, which was touted as a key feature of Google's Gemini Advanced tier subscription service.
Adobe is teaming up with NVIDIA to bring generative AI to creators through Adobe Firefly, while also introducing new features like the AI-powered Enhance Speech tool in Adobe Premiere Pro. Esteban Toro, an artist featured in the NVIDIA Studio, uses AI-powered features in Adobe Photoshop and Lightroom to create emotionally moving Cinematic Portraits.
Matrix decomposition, including QR and SVD, breaks down matrices into components, but LQ decomposition is a lesser-known type that is a special form of QR applied to the transpose of the matrix. A Python demo program showcases how LQ decomposition can be used to solve special cases of linear equations.
The telecommunications industry is embracing generative AI as a breakout technology, with 43% of professionals investing in it, according to a survey by NVIDIA. The survey also revealed that AI adoption is seen as a source of competitive advantage, with 56% of respondents agreeing that it is important to their company's future success.
Retrieval-augmented generation (RAG) systems are crucial for real-world applications, and the "Needle in a Haystack" test evaluates their performance in identifying specific information within a large body of text. Differences in prompts and models can greatly impact outcomes, emphasizing the need for thorough evaluation during development and deployment.
OpenAI's Sora introduces spacetime patches to transform static images into dynamic videos, revolutionizing video generation. Sora combines diffusion and transformer architectures, allowing for text-to-video, image-to-video, and video-to-video transformations, among other features.
Nvidia released Chat With RTX, a personalized AI chatbot that runs on PCs with Nvidia RTX graphics cards, using Mistral or Llama open-weights LLMs to search and answer questions about local files. This setup enables conversations with the AI model using local files as a dataset, providing quick and contextually relevant answers.
Generative AI solutions are revolutionizing industries by understanding natural language, automating processes, and enhancing customer experiences. Amazon Bedrock offers a comprehensive platform for personalized generative AI applications, utilizing prompt engineering techniques to optimize user inputs and improve efficiency.
This article discusses the importance of high-quality data and reducing labeling errors in pose estimation models. It demonstrates how a custom labeling workflow in Amazon SageMaker Ground Truth can streamline the labeling process and minimize errors, ultimately reducing the cost of obtaining accurate pose labels.
OpenAI is testing a new feature for ChatGPT that allows it to remember details between conversations, enhancing its long-term memory capabilities. This experimental feature is currently available to a limited number of users, aiming to improve the model's context retention beyond a session.
Broadcom's recent changes include layoffs, discontinuing perpetually licensed versions of VMware products, and ending partner programs. Now, they are discontinuing the free version of VMware's ESXi hypervisor, impacting home users.
MIT researchers have developed a solution called StreamingLLM that prevents chatbots like ChatGPT from collapsing during long conversations, allowing for efficient AI assistants. By tweaking the key-value cache, the method enables the chatbot to maintain a nonstop conversation, making it 22 times faster than alternative methods.
Unknown attackers are targeting hundreds of Microsoft Azure accounts, including those of senior executives, in a campaign to steal sensitive data and financial assets from organizations. The attackers are using personalized phishing lures and shared documents to compromise the accounts of individuals with various roles and responsibilities.