Prototyping

Develop, test, and validate AI models and applications.

Powered by the NVIDIA AI software stack, NVIDIA DGX Spark offers a robust platform for developers to build, test, and validate AI models and AI-enhanced applications. When ready for final tuning or deployment, seamlessly scale to NVIDIA DGX Cloud or other NVIDIA-accelerated data center and cloud environments.

 

---

 

 

Fine-Tuning

Fine-tune AI models up to 70 billion parameters.

Enhance the performance of pretrained models by fine-tuning them on NVIDIA DGX Spark. With 128GB of unified system memory, you can fine-tune models with up to 70 billion parameters—enabling customized AI solutions tailored to your specific use cases.

 

---

 

 

Inference

Test, validate, and inference with AI models up to 200 billion parameters.

Fifth-generation Tensor Cores with support for FP4 deliver up to 1,000 TOPS of AI computing performance, combined with 128GB of system memory, accelerate inference of state-of-the-art AI models to test, validate and deploy from your NVIDIA DGX Spark

 

---

 

 

Data Science

Accelerate end-to-end data science workflows with NVIDIA RAPIDS™.

From data preparation to training, inference, and deployment, NVIDIA RAPIDS on NVIDIA DGX Spark streamlines development with zero-code-change acceleration and familiar APIs—making it easy to speed up existing workloads, build tailored solutions, and seamlessly scale to the data center or cloud.

 

---

 

 

Edge Applications

Develop edge applications with NVIDIA AI frameworks, including Isaac™, Metropolis, and many others.

NVIDIA DGX Spark is an ideal platform for building solutions in robotics, smart cities, and computer vision. With support for NVIDIA frameworks like Isaac, Metropolis, and Holoscan, developers can harness the full power of DGX Spark to rapidly create and deploy edge applications.

 

---

รูปภาพทั้งหมดมีวัตถุประสงค์เพื่อเป็นภาพประกอบเท่านั้น / All images are for illustrative purposes only.

---