Accelerated PyTorch inference with torch.compile on AWS Graviton processors
TutoSartup excerpt from this article:
0 introduced torch... In contrast to eager mode, the torch... AWS optimized the PyTorch torch...1, the optimizations are available in torch Python wheels and AWS Graviton PyTorch deep learning container (DLC)... In this blog post, we show how we optimized torch... Why torch... Whereas in torch compile mode, operators are first synthesized into a graph, wherein one operator is merged with anoth...
0 introduced torch... In contrast to eager mode, the torch... AWS optimized the PyTorch torch...1, the optimizations are available in torch Python wheels and AWS Graviton PyTorch deep learning container (DLC)... In this blog post, we show how we optimized torch... Why torch... Whereas in torch compile mode, operators are first synthesized into a graph, wherein one operator is merged with anoth...
Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock
TutoSartup excerpt from this article:
With metadata filtering now available in Knowledge Bases for Amazon Bedrock, you can define and use metadata fields to filter the source data used for retrieving relevant context during RAG... For example, if your data contains documents from different products, departments, or time periods, you can use metadata filtering to limit retrieval to only the most relevant subset of data for a given qu...
With metadata filtering now available in Knowledge Bases for Amazon Bedrock, you can define and use metadata fields to filter the source data used for retrieving relevant context during RAG... For example, if your data contains documents from different products, departments, or time periods, you can use metadata filtering to limit retrieval to only the most relevant subset of data for a given qu...
Accenture creates a custom memory-persistent conversational user experience using Amazon Q Business
TutoSartup excerpt from this article:
Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems... This post demonstrates how Accenture used Amazon Q Business to implement a chatbot application that offers straightforward attachment and conversation ID management...“Amazon Q Busines...
Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems... This post demonstrates how Accenture used Amazon Q Business to implement a chatbot application that offers straightforward attachment and conversation ID management...“Amazon Q Busines...
Gamer Arena minimizes DevOps demands, unlocks generative AI potential with AWS
TutoSartup excerpt from this article:
To maintain a rapid pace of innovation across properties and push the boundaries of emerging technologies, Gamer Arena leverages many solutions from Amazon Web Services (AWS)... As a first step, the team experimented with Amazon SageMaker, a fully managed service to build, train, and deploy machine learning (ML) models... “Amazon SageMaker made it easy for us to learn about AI as we were getti...
To maintain a rapid pace of innovation across properties and push the boundaries of emerging technologies, Gamer Arena leverages many solutions from Amazon Web Services (AWS)... As a first step, the team experimented with Amazon SageMaker, a fully managed service to build, train, and deploy machine learning (ML) models... “Amazon SageMaker made it easy for us to learn about AI as we were getti...
Total Return Forecasts: Major Asset Classes | 2 July 2024
TutoSartup excerpt from this article:
The return forecast for the Global Market Index (GMI) held steady in June after ticking higher for four straight months...Echoing recent history, US equities are the outlier for expected return relative to the various asset classes that comprise GMI... The implication: US shares are on track to generate considerably lower results in the years ahead compared with the realized return over the past...
The return forecast for the Global Market Index (GMI) held steady in June after ticking higher for four straight months...Echoing recent history, US equities are the outlier for expected return relative to the various asset classes that comprise GMI... The implication: US shares are on track to generate considerably lower results in the years ahead compared with the realized return over the past...
Macro Briefing: 2 July 2024
TutoSartup excerpt from this article:
5% in June * US construction spending posts unexpected decline in May * US manufacturing sector contracts for third straight month via ISM survey:Expectations that the Federal Reserve will start cutting interest rates later this year could be a sign that the US dollar’s rally in 2024 has peaked... “All else equal, a stronger dollar translates into fewer dollar-based earnings after translati...
5% in June * US construction spending posts unexpected decline in May * US manufacturing sector contracts for third straight month via ISM survey:Expectations that the Federal Reserve will start cutting interest rates later this year could be a sign that the US dollar’s rally in 2024 has peaked... “All else equal, a stronger dollar translates into fewer dollar-based earnings after translati...
Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock
TutoSartup excerpt from this article:
Amazon Lex provides advanced conversational interfaces using voice and text channels... Amazon Bedrock simplifies the process of developing and scaling generative AI applications powered by large language models (LLMs) and other foundation models (FMs)... It offers access to a diverse range of FMs from leading providers such as Anthropic Claude, AI21 Labs, Cohere, and Stability AI, as well as A...
Amazon Lex provides advanced conversational interfaces using voice and text channels... Amazon Bedrock simplifies the process of developing and scaling generative AI applications powered by large language models (LLMs) and other foundation models (FMs)... It offers access to a diverse range of FMs from leading providers such as Anthropic Claude, AI21 Labs, Cohere, and Stability AI, as well as A...