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Optimizing Drug Discovery with CUDA Graphs, Coroutines, and GPU Workflows

Illustration representing drug discovery.Pharmaceutical research demands fast, efficient simulations to predict how molecules interact, speeding up drug discovery. Jiqun Tu, a senior developer…Illustration representing drug discovery.

Pharmaceutical research demands fast, efficient simulations to predict how molecules interact, speeding up drug discovery. Jiqun Tu, a senior developer technology engineer at NVIDIA, and Ellery Russell, tech lead for the Desmond engine at Schrödinger, explore advanced GPU optimization techniques designed to accelerate molecular dynamics simulations. In this NVIDIA GTC 2024 session…

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Introducing SynthID Text

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Introducing HUGS – Scale your AI with Open Models

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CinePile 2.0 – making stronger datasets with adversarial refinement

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Misc

How to Accelerate Larger LLMs Locally on RTX With LM Studio

Large language models (LLMs) are reshaping productivity. They’re capable of drafting documents, summarizing web pages and, having been trained on vast quantities of data, accurately answering questions about nearly any topic.

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Optimizing the CV Pipeline in Automotive Vehicle Development Using the PVA Engine

Image of a car speeding on a road in the sunshine.In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision…Image of a car speeding on a road in the sunshine.

In the field of automotive vehicle software development, more large-scale AI models are being integrated into autonomous vehicles. The models range from vision AI models to end-to-end AI models for autonomous driving. Now the demand for computing power is sharply increasing, leading to higher system loads that can have a negative impact on system stability and latency.

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Denmark Launches Leading Sovereign AI Supercomputer to Solve Scientific Challenges With Social Impact

NVIDIA founder and CEO Jensen Huang joined the king of Denmark to launch the country’s largest sovereign AI supercomputer, aimed at breakthroughs in quantum computing, clean energy, biotechnology and other areas serving Danish society and the world. Denmark’s first AI supercomputer, named Gefion after a goddess in Danish mythology, is an NVIDIA DGX SuperPOD driven
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Deploying Speech-to-Speech on Hugging Face

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NetworkX Introduces Zero Code Change Acceleration Using NVIDIA cuGraph

Decorative image.NetworkX accelerated by NVIDIA cuGraph is a newly released backend co-developed with the NetworkX team. NVIDIA cuGraph provides GPU acceleration for popular…Decorative image.

NetworkX accelerated by NVIDIA cuGraph is a newly released backend co-developed with the NetworkX team. NVIDIA cuGraph provides GPU acceleration for popular graph algorithms such as PageRank, Louvain, and betweenness centrality. Depending on the algorithm and graph size, it can significantly accelerate NetworkX workflows, up to 50x, even 500x over NetworkX on CPU. In this post…

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Multi-Agent AI and GPU-Powered Innovation in Sound-to-Text Technology

The Automated Audio Captioning task centers around generating natural language descriptions from audio inputs. Given the distinct modalities between the input…

The Automated Audio Captioning task centers around generating natural language descriptions from audio inputs. Given the distinct modalities between the input (audio) and the output (text), AAC systems typically rely on an audio encoder to extract relevant information from the sound, represented as feature vectors, which a decoder then uses to generate text descriptions.

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