Categories
Misc

Next Generation of FlashAttention

NVIDIA is excited to collaborate with Colfax, Together.ai, Meta, and Princeton University on their recent achievement to exploit the Grace Hopper GPU…

NVIDIA is excited to collaborate with Colfax, Together.ai, Meta, and Princeton University on their recent achievement to exploit the Grace Hopper GPU architecture and Tensor Cores and accelerate key Fused Attention kernels using CUTLASS 3. FlashAttention-3 incorporates key techniques to achieve 1.5–2.0x faster performance than FlashAttention-2 with FP16, up to 740 TFLOPS. With FP8…

Source

Categories
Misc

Training Sim-to-Real Transferable Robotic Assembly Skills over Diverse Geometries

Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain…

Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain industries, such as automotive, robotic assembly is prevalent. Most of these robots are designed to perform highly repetitive tasks, dealing with specific parts in a carefully engineered setup. In high-mix, low-volume manufacturing (that is…

Source

Categories
Misc

How NuminaMath Won the 1st AIMO Progress Prize

Categories
Misc

‘Once Human,’ Twice the Thrills on GeForce NOW

Unlock new experiences every GFN Thursday. Whether post-apocalyptic survival adventures, narrative-driven games or vast, open worlds, GeForce NOW always has something fresh for members to explore. This week, GeForce NOW brings the survival game Once Human from Starry Studio to the cloud, part of three new titles. Survive the Stardust Step into a post-apocalyptic world
Read Article

Categories
Misc

Japan Enhances AI Sovereignty With Advanced ABCI 3.0 Supercomputer

Enhancing Japan’s AI sovereignty and strengthening its research and development capabilities, Japan’s National Institute of Advanced Industrial Science and Technology (AIST) will integrate…

Categories
Misc

Customizing NVIDIA NIMs for Domain-Specific Needs with NVIDIA NeMo

Large language models (LLMs) adopted for specific enterprise applications most often benefit from model customization. Enterprises need to tailor ‌LLMs for…

Large language models (LLMs) adopted for specific enterprise applications most often benefit from model customization. Enterprises need to tailor ‌LLMs for their specific needs and quickly deploy them for low-latency and high-throughput inferencing. This post will help you get started with this process. Specifically, we’ll show how to customize the Llama 3 8B NIM for answering questions in…

Source

Categories
Misc

Understanding Diffusion Models: An Essential Guide for AEC Professionals

A GIF showing the creation of a building image with diffusion models.Generative AI, the ability of algorithms to process various types of inputs—such as text, images, audio, video, and code—and generate new content, is…A GIF showing the creation of a building image with diffusion models.

Generative AI, the ability of algorithms to process various types of inputs—such as text, images, audio, video, and code—and generate new content, is advancing at an unprecedented rate. While this technology is making significant strides across multiple industries, one sector that stands to benefit immensely is the Architecture, Engineering, and Construction (AEC) industry.

Source

Categories
Misc

Curating Non-English Datasets for LLM Training with NVIDIA NeMo Curator

Decorative image of a computer screen with characters and symbols streaming through it.Data curation plays a crucial role in the development of effective and fair large language models (LLMs). High-quality, diverse training data directly…Decorative image of a computer screen with characters and symbols streaming through it.

Data curation plays a crucial role in the development of effective and fair large language models (LLMs). High-quality, diverse training data directly impacts LLM performance, addressing issues like bias, inconsistencies, and redundancy. By curating high-quality datasets, we can ensure that LLMs are accurate, reliable, and generalizable. When training a localized multilingual LLM…

Source

Categories
Misc

Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data

Decorative image of workflow steps.Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins…Decorative image of workflow steps.

Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins are a powerful way to create physics-based virtual replicas of factories, retail spaces, and other assets, enabling precise simulations of real-world environments. NVIDIA Isaac Sim, built on NVIDIA Omniverse, is a fully extensible…

Source

Categories
Misc

Announcing New Hugging Face and Keras NLP integration