AWS Machine Learning Blog

MARCH 2, 2023

Transformer-based language models such as BERT ( Bidirectional Transformers for Language Understanding ) have the ability to capture words or sentences within a bigger context of data, and allow for the classification of the news sentiment given the current state of the world. Prior to AWS, he led AI Enterprise Solutions at Wells Fargo.

BERT 80

BERT Deep Learning Metadata Auto-complete 80

AWS Machine Learning Blog

OCTOBER 23, 2024

It is a family of embedding models with a BERT-like architecture, designed to produce high-quality embeddings from text data. Optionally, set up auto scaling for the endpoint to automatically adjust the number of instances based on the incoming request traffic. Choose Create domain. Deploy the model to SageMaker.

Auto-complete 76

Auto-complete Auto-classification Generative AI Artificial Intelligence 76

Google Research AI blog

FEBRUARY 28, 2023

We also support Responsible AI projects directly for other organizations — including our commitment of $3M to fund the new INSAIT research center based in Bulgaria. Dataset Description Auto-Arborist A multiview urban tree classification dataset that consists of ~2.6M

Robotics 72

Robotics Deep Learning Auto-classification Auto-complete 72

Snorkel AI

MARCH 2, 2023

It came to its own with the creation of the transformer architecture: Google’s BERT, OpenAI, GPT2 and then 3, LaMDA for conversation, Mina and Sparrow from Google DeepMind. Others, toward language completion and further downstream tasks. So there’s obviously an evolution. Really quickly, LLMs can do many things.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

It came to its own with the creation of the transformer architecture: Google’s BERT, OpenAI, GPT2 and then 3, LaMDA for conversation, Mina and Sparrow from Google DeepMind. Others, toward language completion and further downstream tasks. So there’s obviously an evolution. Really quickly, LLMs can do many things.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

AWS Machine Learning Blog

FEBRUARY 24, 2023

In addition, load testing can help guide the auto scaling strategies using the right metrics rather than iterative trial and error methods. We tested two NLP models: bert-base-uncased (109M) and roberta-large (335M). NLP bert-base-uncased 109M PyTorch 26 62% 70 -39% 105 142% 140 29% TensorRT 42. Diff (%) CV CNN Resnet50 ml.g4dn.2xlarge

BERT 99

BERT NLP Computer Vision Neural Network 99