Tag: NLP
Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks | Amazon Web Services
Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process...
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Unlocking Opportunities for Growth in Fintech Through AI
As the fintech sector continues to evolve, businesses are increasingly recognising the transformative potential of artificial intelligence (AI) in optimising operations and elevating customer...
Boost inference performance for Mixtral and Llama 2 models with new Amazon SageMaker containers | Amazon Web Services
In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This version offers support for...
How AI and Chatbots are Revolutionizing Customer Experience?
Customer experience is a top priority for businesses of size today. In a competitive market, keeping customers happy and engaged is crucial for success....
Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2 | Amazon Web Services
This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the...
Efficient continual pre-training LLMs for financial domains | Amazon Web Services
Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on...
AI Unleashed: Remapping Fintech’s Future – FinTech Rising
As the FinTech industry strides through 2024, it finds itself at the heart of a technological revolution with Artificial Intelligence (AI) beginning to stand...
Best practices for building secure applications with Amazon Transcribe | Amazon Web Services
Amazon Transcribe is an AWS service that allows customers to convert speech to text in either batch or streaming mode. It uses machine learning–powered...
AI is quickly changing the social media industry: Report
A recent study by Research and Markets indicates that social media platforms are the top users of generative artificial intelligence (AI), which is still...
Boost your content editing with Contentful and Amazon Bedrock | Amazon Web Services
This post is co-written with Matt Middleton from Contentful.
Today, jointly with Contentful, we are announcing the...
AI Story Generator: The Potential and Challenges – PrimaFelicitas
With advances in technology, new ways to create engaging stories are emerging. AI Story Generators can produce large amounts of creative content in a...
Enhance performance of generative language models with self-consistency prompting on Amazon Bedrock | Amazon Web Services
Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can...
Optimize price-performance of LLM inference on NVIDIA GPUs using the Amazon SageMaker integration with NVIDIA NIM Microservices | Amazon Web Services
NVIDIA NIM microservices now integrate with Amazon SageMaker, allowing you to deploy industry-leading large language models (LLMs) and optimize model performance and cost. You...