# Faster Model Training with Upgraded GPU Infrastructure

We have migrated all paid user training jobs to significantly faster GPU infrastructure. These upgraded machines provide up to 3x the VRAM and GPU compute, which allows you to train models faster, especially when working with larger datasets, and iterate on your projects more efficiently.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.roboflow.com/changelog/explore-by-month/december-2025/faster-model-training-with-upgraded-gpu-infrastructure.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
