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Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning

Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient…

Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient fine-tuning (PEFT) methods have been introduced to fine-tune pretrained models with a minimal number of parameters. Among these, Low-Rank Adaptation (LoRA) and its variants have gained considerable popularity because they avoid additional…

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Secure LLM Tokenizers to Maintain Application Integrity

This post is part of the NVIDIA AI Red Team’s continuing vulnerability and technique research. Use the concepts presented to responsibly assess and increase…

This post is part of the NVIDIA AI Red Team’s continuing vulnerability and technique research. Use the concepts presented to responsibly assess and increase the security of your AI development and deployment processes and applications. Large language models (LLMs) don’t operate over strings. Instead, prompts are passed through an often-transparent translator called a tokenizer that creates an…

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Into the Omniverse: SyncTwin Helps Democratize Industrial Digital Twins With Generative AI, OpenUSD

SyncTwin’s application enables teams to optimize industrial efficiency while enhancing sustainability across manufacturing processes.

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GeForce NOW Unleashes High-Stakes Horror With ‘Resident Evil Village’

Get ready to feel some chills, even amid the summer heat. Capcom’s award-winning Resident Evil Village brings a touch of horror to the cloud this GFN Thursday, part of three new games joining GeForce NOW this week. And a new app update brings a visual enhancement to members, along with new ways to curate their
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Improving Video Quality with NVIDIA Video Codec SDK 12.2 for HEVC

NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves…

NVIDIA Video Codec SDK provides a comprehensive set of APIs for hardware-accelerated video encode and decode on Windows and Linux. The 12.2 release improves video quality for high-efficiency video coding (HEVC). It offers a significant reduction in bit rates, particularly for natural video content. This post details the following new features: Lookahead level can help analyze…

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Generate High-Quality, Context-Aware Responses for Chatbots and Search Engines with Llama 3-ChatQA

Experience and test Llama3-ChatQA models at scale with performance optimized NVIDIA NIM inference microservice using the NVIDIA API catalog.

Experience and test Llama3-ChatQA models at scale with performance optimized NVIDIA NIM inference microservice using the NVIDIA API catalog.

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Transforming Microsoft XLS and PPT Files into a Factory Digital Twin with OpenUSD

Image of a factory floor with loading equipment and a person with a clipboard.SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small…Image of a factory floor with loading equipment and a person with a clipboard.

SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small and medium-sized businesses (SMBs). While SyncTwin has helped major global companies like BMW minimize costs and downtime in their factories with digital twins, they are now shifting their focus to enable manufacturing businesses…

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Cut the Noise: NVIDIA Broadcast Supercharges Livestreaming, Remote Work

NVIDIA Broadcast offers AI-powered features that improve audio and video quality for a variety of use cases.

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Thinking Outside the Blox: How Roblox Is Using Generative AI to Enhance User Experiences

Roblox is a colorful online platform that aims to reimagine the way that people come together — now that vision is being augmented by generative AI. In this episode of NVIDIA’s AI Podcast, host Noah Kravitz speaks with Anupam Singh, vice president of AI and growth engineering at Roblox, on how the company is using
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Why 3D Visualization Holds Key to Future Chip Designs

Multi-die chips, known as three-dimensional integrated circuits, or 3D-ICs, represent a revolutionary step in semiconductor design. The chips are vertically stacked to create a compact structure that boosts performance without increasing power consumption. However, as chips become denser, they present more complex challenges in managing electromagnetic and thermal stresses. To understand and address this, advanced
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