Generative Data Intelligence

Tag: transformer model

IBM and NASA open source satellite-image-labeling AI model

IBM and NASA have put together and released Prithvi: an open source foundation AI model that may help scientists and other folks analyze satellite...

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...

Reduce energy consumption of your machine learning workloads by up to 90% with AWS purpose-built accelerators | Amazon Web Services

Machine learning (ML) engineers have traditionally focused on striking a balance between model training and deployment cost vs. performance. Increasingly, sustainability (energy efficiency) is...

Meta develops method for teaching image models common sense

Meta has announced a computer vision model that learns to recognize images while also building contextual knowledge that makes artificial intelligence less clunky and...

Fine-tune GPT-J using an Amazon SageMaker Hugging Face estimator and the model parallel library | Amazon Web Services

GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language...

Accelerate PyTorch with DeepSpeed to train large language models with Intel Habana Gaudi-based DL1 EC2 instances | Amazon Web Services

Training large language models (LLMs) with billions of parameters can be challenging. In addition to designing the model architecture, researchers need to set up...

Get started with generative AI on AWS using Amazon SageMaker JumpStart

Generative AI is gaining a lot of public attention at present, with talk around products such as GPT4, ChatGPT, DALL-E2, Bard, and many other...

Navigating the High Cost of AI Compute

The generative AI boom is compute-bound. It has the unique property that adding more compute directly results in a better product. Usually, R&D investment...

Maximize performance and reduce your deep learning training cost with AWS Trainium and Amazon SageMaker

Today, tens of thousands of customers are building, training, and deploying machine learning (ML) models using Amazon SageMaker to power applications that have the...

Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming...

The Gensyn Protocol Trustlessly Trains Neural Networks at Hyperscale with Lower Order of Magnitude…

The Gensyn Protocol Trustlessly Trains Neural Networks at Hyperscale with Lower Order of Magnitude of CostLinks: Gensyn website, Litepaper, CoinFund Portfolio, TechCrunch Article LinkInvestment Thesis SummarySecular...

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