Generative AI (GAI) has been a steady focus of the tech and business media for the better part of this year—largely spurred by Open AI’s release of ChatGPT and GPT-4. Both are powerful multimodal language models capable of deep learning.…
Today we are excited to announce that Stable Diffusion XL 1.0 (SDXL 1.0) is available for customers through Amazon SageMaker JumpStart. SDXL 1.0 is the latest image generation model from Stability AI. SDXL 1.0 enhancements include native 1024-pixel image generation …
Breakthroughs in artificial intelligence (AI) and machine learning (ML) have been in the headlines for months—and for good reason. The emerging and evolving capabilities of this technology promises new business opportunities for customer across all sectors and industries. But the …
Since its launch, ChatGPT has been making waves in the AI sphere, attracting over 100 million users in record time. The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt …
Generative AI models are becoming attractive for crooks, Netenrich researchers recently spotted a new platform dubbed FraudGPT which is advertised on multiple marketplaces and …
Generative AI Foundations on AWS is a new technical deep dive course that gives you the conceptual fundamentals, practical advice, and hands-on guidance to pre-train, fine-tune, and deploy state-of-the-art foundation models on AWS and beyond. Developed by AWS generative AI …
With recent advancements in generative AI, there are lot of discussions happening on how to use generative AI across different industries to solve specific business problems. Generative AI is a type of AI that can create new content and ideas, …
Production-deployed AI models need a robust and continuous performance evaluation mechanism. This is where an AI feedback loop can be applied to ensure consistent model performance.
Take it from Elon Musk:
“I think it’s very important to have a feedback …
This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap.
You’re likely familiar with the autocomplete suggestion feature when you search for something on Google or Amazon. Although the search terms …
Large language models (LLMs) can be used to analyze complex documents and provide summaries and answers to questions. The post Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data describes how to fine-tune an LLM using your …
Amid the exponential growth of generative AI, there is a pressing need to evaluate the legal, ethical, and security implications of these solutions in the workplace.
One of the concerns highlighted by industry experts is often the lack of transparency …
Researchers from SlashNext warn of the dangers related to a new generative AI cybercrime tool dubbed WormGPT. Since chatbots …
The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. In fact, the Generative AI market is expected to reach $36 billion by 2028, compared to $3.7 billion in 2023.…
Amazon SageMaker is an end-to-end machine learning (ML) platform with wide-ranging features to ingest, transform, and measure bias in data, and train, deploy, and manage models in production with best-in-class compute and services such as Amazon SageMaker Data Wrangler, Amazon …
MosaicML is a generative AI company that provides AI deployment and scalability solutions. Their latest large language model (LLM) MPT-30B is making waves across the AI community.
MosaicML’s LLM journey started with the release of MPT-7B (Mosaic Pretrained Transformer) in …
Fine-tuning large language models (LLMs) allows you to adjust open-source foundational models to achieve improved performance on your domain-specific tasks. In this post, we discuss the advantages of using Amazon SageMaker notebooks to fine-tune state-of-the-art open-source models. We utilize Hugging …
Generative AI technology is improving rapidly, and it’s now possible to generate text and images based on text input. Stable Diffusion is a text-to-image model that empowers you to create photorealistic applications. You can easily generate images from text using …
Databricks has announced its definitive agreement to acquire MosaicML, a pioneer in large language models (LLMs).
This strategic move aims to make generative AI accessible to organisations of all sizes, allowing them to develop, possess, and safeguard their own generative …
For data scientists, moving machine learning (ML) models from proof of concept to production often presents a significant challenge. One of the main challenges can be deploying a well-performing, locally trained model to the cloud for inference and use in …
For data scientists, moving machine learning (ML) models from proof of concept to production often presents a significant challenge. One of the main challenges can be deploying a well-performing, locally trained model to the cloud for inference and use in …