Generative Data Intelligence

Tag: NLP

Deploy a Hugging Face (PyAnnote) speaker diarization model on Amazon SageMaker as an asynchronous endpoint | Amazon Web Services

Speaker diarization, an essential process in audio analysis, segments an audio file based on speaker identity. This post delves into integrating Hugging Face’s PyAnnote...

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Integrate HyperPod clusters with Active Directory for seamless multi-user login | Amazon Web Services

Amazon SageMaker HyperPod is purpose-built to accelerate foundation model (FM) training, removing the undifferentiated heavy lifting involved in managing and optimizing a large training...

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...

How is machine learning changing the landscape of FinTech?

In the year that artificial intelligence (AI) had its most spectacular public debut, it might look like machine learning (ML) has been reduced to...

AI In Retail: Uses Of Artificial Intelligence In Retail Business – USM

Artificial Intelligence In Retail Artificial Intelligence (AI) has made significant changes in various industries. The retail sector is not an exemption. Artificial Intelligence in...

How Emerging Technology Turned Algorithmic Trading Into the King of Institutional Investing

The ongoing generative AI boom has brought automation technology back into the spotlight across several sectors, and for the world of institutional investing, the...

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...

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