SwarmOne: Autonomous AI Training

SwarmOne is the World’s First Autonomous AI Training Platform – an advanced platform that redefines the AI training process by eliminating the need to rent instances or GPUs and abstracting the engineering layer. Designed for simplicity, it requires only a Data Scientist in the loop while freeing MLOps, SecOps, FinOps, and DevOps teams to focus on other priorities. With guaranteed training stability—no out-of-memory errors or interruptions—and access to massive compute resources, SwarmOne empowers users to train any model, regardless of size, on limitless compute.

The platform seamlessly integrates with any IDE and supports frameworks like HuggingFace, PyTorch, and TensorFlow. It automates model analysis, optimal hardware configuration, and job execution without manual intervention. SOC-2 Type II certified, it ensures high security by keeping raw data within private environments and only sending tensors necessary for training—encrypted in transit and at rest. By optimizing CUDA error: out of memory training across swarms of GPUs, SwarmOne cuts AI training costs and times by up to 70%, charging only for actual training completed.

SwarmOne was founded Nov. 2021, and pre-launched in stealth its AI Training platform in early 2023 to an array of partners – reaching Product Market Fit in utter stealth. Among SwarmOne’s principal investors is Applied Digital (NASDAQ: APLD) an operator of next generation datacenters purpose-built for high-performance computing (HPC) and AI workloads.