Viso.ai

MAY 24, 2024

Large Action Models (LAMs) are deep learning models that aim to understand instructions and execute complex tasks and actions accordingly. It uses formal languages, like first-order logic, to represent knowledge and an inference engine to draw logical conclusions based on user queries. Symbolic AI Mechanism.

Neural Network 52

Neural Network Robotics Automation Large Language Models 52

AWS Machine Learning Blog

APRIL 3, 2023

The accomplishments of deep learning are essentially just a type of curve fitting, whereas causality could be used to uncover interactions between the systems of the world under various constraints without testing hypotheses directly. The causal inference engine is deployed with Amazon SageMaker Asynchronous Inference.

Inference Engine 86

Inference Engine Machine Learning Algorithm Data Scientist 86

Google Research AI blog

JUNE 15, 2023

We address this challenge in our work titled “ Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations ” (to be presented at the CVPR 2023 workshop for Efficient Deep Learning for Computer Vision ) focusing on the optimized execution of a foundational LDM model on a mobile GPU.

Inference Engine 92

Inference Engine ML Software Engineer Algorithm 92

AWS Machine Learning Blog

AUGUST 2, 2023

base model using SageMaker asynchronous inference. We explain the rationale for using an inference endpoint for training later in this post. We explain each step in more detail in the following sections and walk through some of the sample code snippets. amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117"

Generative AI 72

Generative AI Computer Vision Auto-complete Inference Engine 72