
Fine-tune and serve open models with NVIDIA NIM, NeMo, and RAPIDS on NVIDIA GPUs, in your own cloud account. Saturn Cloud is the platform layer that turns NVIDIA infrastructure into managed fine-tuning, OpenAI-compatible inference, and per-token serving.
NVIDIA software on Saturn Cloud
Saturn Cloud runs the NVIDIA AI software stack pre-configured on NVIDIA GPUs, so your engineers use NIM, NeMo, and RAPIDS without assembling CUDA, drivers, and frameworks by hand.
Deploy NIM microservices as OpenAI-compatible inference endpoints on Saturn Cloud. Run community and custom models on your own GPUs, meter usage per token, and scale endpoints without managing the serving stack yourself.
Fine-tune and customize large language, multimodal, vision, and speech models with NeMo. Saturn Cloud provides the managed environments, distributed training orchestration, and experiment tracking around it.
Accelerate data preparation and classic ML on GPUs with RAPIDS. Pre-installed in Saturn Cloud images, so pandas-style workflows and model training run on GPU without extra configuration.
Saturn Cloud runs on NVIDIA-accelerated infrastructure across clouds and on-prem. Use NVIDIA AI Enterprise software with CUDA, drivers, and standard frameworks configured out of the box.
How it works
Run on NVIDIA GPUs in your own cloud account or on-prem. Saturn Cloud coordinates multi-node jobs, sets torchrun and DeepSpeed environment variables, and reclaims idle GPUs automatically.
The NVIDIA AI stack comes pre-configured. Engineers self-service fine-tuning jobs, NIM inference endpoints, and training runs. No CUDA setup, no cluster administration, no DevOps bottleneck.
Fine-tune an open model with NeMo, deploy it as a NIM endpoint, and start serving tokens. Accelerate data work with RAPIDS, all from a single interface.
Programs
NVIDIA provides grants for free GPU cloud resources. Groups are allocated credits toward GPU resources hosted by Saturn Cloud.
NVIDIA provides grants for free GPU cloud resources to researchers worldwide, allocated as credits toward GPU resources hosted by Saturn Cloud. Learn how to apply, budget usage, and get help.
NVIDIA offers grants toward the 6G Research Cloud platform for AI advances in radio access network technology. Researchers receive credits for GPU resources hosted by Saturn Cloud. Coming soon.