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Curating Custom Datasets for LLM Parameter-Efficient Fine-Tuning with NVIDIA NeMo Curator

A data curator designed for dataset preparation and enhanced LLM performance.In a recent post, we discussed how to use NVIDIA NeMo Curator to curate custom datasets for pretraining or continuous training use cases of large language…A data curator designed for dataset preparation and enhanced LLM performance.

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Shader Debugging Made Easy with NVIDIA Nsight Graphics

Shaders are specialized programs that run on the GPU that manipulate rays, pixels, vertices, and textures to achieve unique visual effects. With shaders, you…

Shaders are specialized programs that run on the GPU that manipulate rays, pixels, vertices, and textures to achieve unique visual effects. With shaders, you can add creative expression and realism to the rendered image. They’re essential in ray tracing for simulating realistic lighting, shadows, and reflections. We love shaders, but they can be hard to debug. Shader calculations are complex…

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Google releases Gemma 2 2B, ShieldGemma and Gemma Scope

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Taking AI to Warp Speed: Decoding How NVIDIA’s Latest RTX-Powered Tools and Apps Help Developers Accelerate AI on PCs and Workstations

NVIDIA is spotlighting the latest NVIDIA RTX-powered tools and apps at SIGGRAPH, an annual trade show at the intersection of graphics and AI.

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Enhancing RAG Pipelines with Re-Ranking

A connected grid of AI applications, optimizing RAG pipelines.In the rapidly evolving landscape of AI-driven applications, re-ranking has emerged as a pivotal technique to enhance the precision and relevance of enterprise…A connected grid of AI applications, optimizing RAG pipelines.

In the rapidly evolving landscape of AI-driven applications, re-ranking has emerged as a pivotal technique to enhance the precision and relevance of enterprise search results. By using advanced machine learning algorithms, re-ranking refines initial search outputs to better align with user intent and context, thereby significantly improving the effectiveness of semantic search.

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Just Released: NVIDIA Modulus v24.07

NVIDIA Modulus 24.07 brings new GNN enhancements and application samples for training with large meshes.

NVIDIA Modulus 24.07 brings new GNN enhancements and application samples for training with large meshes.

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Empowering Energy Trading with MetDesk and NVIDIA Earth-2

Weather forecasts running multiple simulations over the same forecast horizon.Despite the continuous improvement of weather forecasts over the last few decades, uncertainties due to meteorological measurements and models mean that…Weather forecasts running multiple simulations over the same forecast horizon.

Despite the continuous improvement of weather forecasts over the last few decades, uncertainties due to meteorological measurements and models mean that ensemble forecasts remain critical to weather forecasting. Ensemble forecasts estimate this uncertainty by running multiple simulations over the same forecast horizon. Comparing the different outcomes then paints a more detailed picture of the…

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Memory-efficient Diffusion Transformers with Quanto and Diffusers

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Creators To Have Personalized AI Assistants, Meta CEO Mark Zuckerberg Tells NVIDIA CEO Jensen Huang

In a highly anticipated fireside chat at SIGGRAPH 2024, NVIDIA founder and CEO Jensen Huang and Meta founder and CEO Mark Zuckerberg discussed the transformative potential of open source AI and AI assistants. Zuckerberg kicked off the discussion by announcing the launch of AI Studio, a new platform that allows users to create, share and
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‘Everybody Will Have An AI Assistant,’ NVIDIA CEO Tells SIGGRAPH Audience

The generative AI revolution — with deep roots in visual computing — is amplifying human creativity even as accelerated computing promises significant gains in energy efficiency, NVIDIA founder and CEO Jensen Huang said Monday. That makes this week’s SIGGRAPH professional graphics conference, in Denver, the logical venue to discuss what’s next. “Everybody will have an
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