Categories
Offsites

How might LLMs store facts | Chapter 7, Deep Learning

Categories
Misc

Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI

An overhead view of a manufacturing line with multiple large robot arms in a cavernous warehouse.The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,…An overhead view of a manufacturing line with multiple large robot arms in a cavernous warehouse.

The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context, roughly $647B is surrendered on a global basis by manufacturers across all industry segments, the corresponding portion of nearly $13T in production. The challenge at hand is predicting the maintenance needs of these machines to minimize…

Source

Categories
Misc

Fast Inversion for Real-Time Image Editing with Text

GIF of an image changing in response to the prompt.Text-to-image diffusion models can generate diverse, high-fidelity images based on user-provided text prompts. They operate by mapping a random sample from a…GIF of an image changing in response to the prompt.

Text-to-image diffusion models can generate diverse, high-fidelity images based on user-provided text prompts. They operate by mapping a random sample from a high-dimensional space, conditioned on a user-provided text prompt, through a series of denoising steps. This results in a representation of the corresponding image, . These models can also be used for more complex tasks such as image…

Source

Categories
Misc

Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation…

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation firms find themselves at the forefront of a parcel delivery revolution. This new reality is especially evident in last-mile delivery, which is now the most expensive element of supply chain logistics. It represents more than 41%

Source

Categories
Misc

NVIDIA Announces Upcoming Event for Financial Community

SANTA CLARA, Calif., Aug. 29, 2024 — NVIDIA will present at the following event for the financial community: Goldman Sachs Communacopia + Technology ConferenceWednesday, …

Categories
Misc

Boosting CUDA Efficiency with Essential Techniques for New Developers

An illustration representing CUDA.To fully harness the capabilities of NVIDIA GPUs, optimizing NVIDIA CUDA performance is essential, particularly for developers new to GPU programming. This talk…An illustration representing CUDA.

To fully harness the capabilities of NVIDIA GPUs, optimizing NVIDIA CUDA performance is essential, particularly for developers new to GPU programming. This talk is specifically designed for those stepping into the world of CUDA, providing a solid foundation in GPU architecture principles and optimization techniques. Athena Elafrou, a developer technology engineer at NVIDIA…

Source

Categories
Misc

From RAG to Richness: Startup Uplevels Retrieval-Augmented Generation for Enterprises

Well before OpenAI upended the technology industry with its release of ChatGPT in the fall of 2022, Douwe Kiela already understood why large language models, on their own, could only offer partial solutions for key enterprise use cases. The young Dutch CEO of Contextual AI had been deeply influenced by two seminal papers from Google
Read Article

Categories
Misc

Just Released: RAPIDS 24.08

RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.

RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.

Source

Categories
Misc

Crystal-Clear Gaming: ‘Visions of Mana’ Sharpens on GeForce NOW

It’s time to mana-fest the spirit of adventure with Square Enix’s highly anticipated action role-playing game, Visions of Mana, launching today in the cloud. Members can also head to a galaxy far, far away, from the comfort of their homes, with the power of the cloud and Ubisoft’s Star Wars Outlaws, with early access available
Read Article

Categories
Misc

Boosting Llama 3.1 405B Performance up to 1.44x with NVIDIA TensorRT Model Optimizer on NVIDIA H200 GPUs

The Llama 3.1 405B large language model (LLM), developed by Meta, is an open-source community model that delivers state-of-the-art performance and supports a…

The Llama 3.1 405B large language model (LLM), developed by Meta, is an open-source community model that delivers state-of-the-art performance and supports a variety of use cases. With 405 billion parameters and support for context lengths of up to 128K tokens, Llama 3.1 405B is also one of the most demanding LLMs to run. To deliver both low latency to optimize the user experience and high…

Source