H200 SXM: go beyond 80 GB while keeping a single GPU.
The NVIDIA H200 SXM packs 141 GB of HBM3e memory on one card. Each lot includes one GPU. This capacity is worth examining when a project no longer fits within 80 GB and you want to avoid, if your application allows it, splitting it across multiple cards.
Document going beyond 80 GB
Before choosing the H200, revisit the case that exceeds your current capacity. Note the model used, the length of the data and the important settings. For an assistant, keep several representative requests, including a long one. The goal is to verify that the new headroom solves a specific limit, then decide which settings to keep.
Plan for what adds to the initial load
The 141 GB holds the model and the data needed to use it. A long request or several simultaneous processes can increase the requirement. Test a single job first, then gradually increase the planned load. Keep an observed margin on your real cases rather than filling the entire capacity on the first run.
Validate your application on Hopper
The H200 belongs to the NVIDIA Hopper family. Check the versions supported by your tool, as well as the extensions the project depends on. Start by loading the components, running a short input and saving the result. For a small business, this checklist lets someone else pick up the file without guessing how the environment was prepared.
Compare capacity and software ecosystem
If adjustments make the project compatible with 80 GB, the A100 significantly reduces the budget. The MI300X offers 192 GB on a single AMD card, but requires an appropriate software environment, notably ROCm for the tools involved. The B200 lot includes two GPUs: it does not automatically replace a single large memory when the software does not split the work.
Organize a period with reusable outputs
Lot prices are 274.29 USD for 3 days, 640 USD for 7 days, or 2,290 USD for 30 days. Prepare the data before the chosen period and set aside time for quality checks. After GPU, duration, lots and preparation, enter your order contact, then choose crypto payment. Save the settings, the retained results and the resume steps to make the most of the next session.