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OpenAI Triton on NVIDIA Blackwell Boosts AI Performance and Programmability

Stack diagram for LLM Megatron Core.Matrix multiplication and attention mechanisms are the computational backbone of modern AI workloads. While libraries like NVIDIA cuDNN provide highly optimized…Stack diagram for LLM Megatron Core.

Matrix multiplication and attention mechanisms are the computational backbone of modern AI workloads. While libraries like NVIDIA cuDNN provide highly optimized implementations, and frameworks like CUTLASS offer deep customization, many developers and researchers need a middle ground that combines performance with programmability. The open-source Triton compiler on the NVIDIA Blackwell…

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Welcome to Inference Providers on the Hub 🔥

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Open-R1: a fully open reproduction of DeepSeek-R1

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Amphitrite Rides AI Wave to Boost Maritime Shipping, Ocean Cleanup With Real-Time Weather Prediction and Simulation

Named after Greek mythology’s goddess of the sea, France-based startup Amphitrite is fusing satellite data and AI to simulate and predict oceanic currents and weather. It’s work that’s making waves in maritime-shipping and oceanic litter-collection operations. Amphitrite’s AI models — powered by the NVIDIA AI and Earth-2 platforms — provide insights on positioning vessels to
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State of open video generation models in Diffusers

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Dynamic Memory Compression

Three icons, with text LLMs, Optimize, Deploy.Despite the success of large language models (LLMs) as general-purpose AI tools, their high demand for computational resources make their deployment challenging…Three icons, with text LLMs, Optimize, Deploy.

Despite the success of large language models (LLMs) as general-purpose AI tools, their high demand for computational resources make their deployment challenging in many real-world scenarios. The sizes of the model and conversation state are limited by the available high-bandwidth memory, limiting the number of users that can be served and the maximum conversation length. At present…

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Optimize AI Inference Performance with NVIDIA Full-Stack Solutions

The explosion of AI-driven applications has placed unprecedented demands on both developers, who must balance delivering cutting-edge performance with managing…

The explosion of AI-driven applications has placed unprecedented demands on both developers, who must balance delivering cutting-edge performance with managing operational complexity and cost, and AI infrastructure. NVIDIA is empowering developers with full-stack innovations—spanning chips, systems, and software—that redefine what’s possible in AI inference, making it faster, more efficient…

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We now support VLMs in smolagents!

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Fast, Low-Cost Inference Offers Key to Profitable AI

Businesses across every industry are rolling out AI services this year. For Microsoft, Oracle, Perplexity, Snap and hundreds of other leading companies, using the NVIDIA AI inference platform — a full stack comprising world-class silicon, systems and software — is the key to delivering high-throughput and low-latency inference and enabling great user experiences while lowering
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‘Baldur’s Gate 3’ Mod Support Launches in the Cloud

GeForce NOW is expanding mod support for hit game Baldur’s Gate 3 in collaboration with Larian Studios and mod.io for Ultimate and Performance members. This expanded mod support arrives alongside seven new games joining the cloud this week. Level Up Gaming Time to roll for initiative — adventurers in the Forgotten Realms can now enjoy
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