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Tag: transformer model

A generative AI-powered solution on Amazon SageMaker to help Amazon EU Design and Construction | Amazon Web Services

The Amazon EU Design and Construction (Amazon D&C) team is the engineering team designing and constructing Amazon Warehouses across Europe and the MENA region....

Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying

Introduction A specific category of artificial intelligence models known as large language models (LLMs) is designed to understand and generate human-like text. The term “large”...

Train self-supervised vision transformers on overhead imagery with Amazon SageMaker | Amazon Web Services

This is a guest blog post co-written with Ben Veasey, Jeremy Anderson, Jordan Knight, and June Li from Travelers. Satellite and aerial images provide...

Using Amazon SageMaker, train self-supervised vision transformers on overhead imagery with Amazon Web Services

Using Amazon SageMaker, train self-supervised vision transformers on overhead imagery with Amazon Web ServicesOverhead imagery, such as satellite or aerial images, provides a wealth...

Processor Tradeoffs For AI Workloads

AI is forcing fundamental shifts in chips used in data centers and in the tools used to design them, but it also is creating...

AWS performs fine-tuning on a Large Language Model (LLM) to classify toxic speech for a large gaming company | Amazon Web Services

The video gaming industry has an estimated user base of over 3 billion worldwide1. It consists of massive amounts of players virtually interacting with...

How GPT’s “T” can improve access to credit

Once described by Google CEO Sundar Pichai as “more significant than fire or electricity” to the development of humankind, AI could be a game...

A Comprehensive Guide to Fine-Tuning Large Language Models

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large...

The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate...

Unleashing Generative AI with VAEs, GANs, and Transformers

Introduction Generative AI, an exciting field at the intersection of artificial intelligence and creativity, is revolutionizing various industries by enabling machines to generate new and...

How Light & Wonder built a predictive maintenance solution for gaming machines on AWS | Amazon Web Services

This post is co-written with Aruna Abeyakoon and Denisse Colin from Light and Wonder (L&W). Headquartered in Las Vegas, Light & Wonder, Inc. is...

ChatGPT and IoT Security: What is the Future?

OpenAI released ChatGPT on 30 November 2022. The chatbot, which is built on the large language model GPT3 (GPT stands for general pre-trained...

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