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What is Thunder Compute?

Thunder Compute is a cutting-edge cloud service that simplifies the use of GPUs over TCP, allowing developers to easily migrate from CPU-only environments to large GPU clusters with just one command. By creating a virtual link to distant GPUs, it enables CPU-centric systems to operate as if they have access to dedicated GPU resources, while the actual GPUs are distributed across numerous machines. This method not only improves the utilization rates of GPUs but also reduces costs by allowing multiple workloads to effectively share a single GPU through intelligent memory management. Developers can kick off their projects in CPU-focused setups and effortlessly scale to extensive GPU clusters with minimal setup requirements, thereby avoiding unnecessary expenses associated with idle computational power during the development stage. Thunder Compute provides users with instant access to powerful GPU options like the NVIDIA T4, A100 40GB, and A100 80GB, all at competitive rates and with high-speed networking capabilities. This platform streamlines workflows, simplifying the process for developers to enhance their projects without the usual challenges tied to GPU oversight. As a result, users can focus more on innovation while leveraging high-performance computing resources.

What is NVIDIA Brev?

NVIDIA Brev provides developers with instant access to fully optimized GPU environments in the cloud, eliminating the typical setup challenges of AI and machine learning projects. Its flagship feature, Launchables, allows users to create and deploy preconfigured compute environments by selecting the necessary GPU resources, Docker container images, and uploading relevant project files like notebooks or repositories. This process requires minimal effort and can be completed within minutes, after which the Launchable can be shared publicly or privately via a simple link. NVIDIA offers a rich library of prebuilt Launchables equipped with the latest AI frameworks, microservices, and NVIDIA Blueprints, enabling users to jumpstart their projects with proven, scalable tools. The platform’s GPU sandbox provides a full virtual machine with support for CUDA, Python, and Jupyter Lab, accessible directly in the browser or through command-line interfaces. This seamless integration lets developers train, fine-tune, and deploy models efficiently, while also monitoring performance and usage in real time. NVIDIA Brev’s flexibility extends to port exposure and customization, accommodating diverse AI workflows. It supports collaboration by allowing easy sharing and visibility into resource consumption. By simplifying infrastructure management and accelerating development timelines, NVIDIA Brev helps startups and enterprises innovate faster in the AI space. Its robust environment is ideal for researchers, data scientists, and AI engineers seeking hassle-free GPU compute resources.