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AI Apps for RTX PCs

# AI on NVIDIA RTX PCs

Experiment, develop, and optimize with the latest AI capabilities on over 100M RTX PCs worldwide.

## Benefits

### Maximum Performance

Powered by dedicated AI Tensor Cores with up to 3,352 TOPS, NVIDIA GeForce RTX™ GPUs offer the highest throughput and lowest latency available on PCs.

### Broadest Ecosystem

NVIDIA’s AI development platform offers the broadest selection of AI developer tools, SDKs, models, and frameworks to build the next generation of AI applications on Windows.

### 100M+ Installed Base

Deploy advanced AI capabilities to the largest install base of powerful, dedicated AI accelerators, with more than 100M RTX AI PCs and workstations worldwide.

### Unified Development Experience

Develop and deploy anywhere—across data center, cloud, and RTX AI PCs and workstations—with the same software stack from models to SDKs.

### Privacy and Confidentiality

Running AI locally enables workloads that stay on-device at all times, enabling privacy and confidentiality.

### Local, Always Available

Let users run as many inferences as they want without wait time, or without any internet connectivity.

## Develop and Deploy AI Applications for RTX PCs

Discover ways to add AI to your applications for peak performance, and get access to exclusive tools for building AI features.

### Accelerate AI With NVIDIA RTX GPUs

Discover how to get the most performance out of your application across popular inference backends including TensorRT, Windows ML, and Llama.cpp.

[Learn About AI Acceleration on RTX PCs](https://developer.nvidia.com/ai-apps-for-rtx-pcs/inference-backends)

### Optimize Applications for Maximum Performance

Analyze, profile, and optimize your end-to-end application pipeline for maximum performance using NVIDIA tools.

[Learn How to Optimize Your Application](https://developer.nvidia.com/nsight-systems)

### Add AI Features to Your App With SDKs and Models

Jump-start your development with curated and pre-optimized AI SDKs and models for NVIDIA RTX GPUs.

[See AI SDKs and Models](https://developer.nvidia.com/ai-apps-for-rtx-pcs/sdks-models)

## Quick Getting Started Guides

Have questions or looking for additional recommendations? We’ve created quick-start guides to help answer common questions.

[See Recommendations\\
\\
for Deploying LLMs on RTX PCs](https://forums.developer.nvidia.com/t/how-to-deploy-llms-on-rtx-pcs/317354) [See Our Software Migration Guide for \\
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NVIDIA Blackwell RTX GPUs](https://forums.developer.nvidia.com/t/software-migration-guide-for-nvidia-blackwell-rtx-gpus-a-guide-to-cuda-12-8-pytorch-tensorrt-and-llama-cpp/321330)

## Proven Technology

Over 600 AI Apps and Games have integrated RTX AI optimizations and SDKs

[See Full List](https://www.nvidia.com/en-us/geforce/news/nvidia-rtx-games-engines-apps/)

## Developer Tool Integrations

## NVIDIA Powers the World’s AI. And Yours.

Upgrade to advanced AI with NVIDIA GeForce RTX™ GPUs and accelerate gaming, creating, productivity, and development. Thanks to specialized built-in AI processors, you get world-leading AI technology and performance powering everything you do—plus, your data always stays secure on your Windows PC.

[Learn More](https://www.nvidia.com/en-us/ai-on-rtx/)

## Build Innovative AI PC Applications Across Use Cases

### AI for Gaming Apps

NVIDIA-built tools, SDKs, and partner engines work together to produce the next generation of gaming, including AI-powered NPCs, graphics workloads, and ray tracing.

[Learn More](https://developer.nvidia.com/industries/game-development)

### AI for Creative Apps

The suite of NVIDIA Studio tools accelerates Audio, Video, 3D, and Broadcasting applications to empower the artistic process on GPUs.

[Learn More](https://developer.nvidia.com/ai-for-creative-applications/resources)

### AI for Productivity Apps

NVIDIA’s ecosystem of generative AI tools are powering the next generation of productivity and everyday applications from copilots, to chatbots, to search engines and beyond.