Laptop and Mac users have no practical GPU for training
Beginners without an NVIDIA GPU cannot train the model in practice because Mac and laptop runs fall back to CPU for days.
Tier II · Emerging Problems that are still building up.
3 public reports · first reported 7 November 2025 · last reported 15 September 2026
What's going wrong
Learners using a Mac or a laptop without an NVIDIA card find that the training script falls back to CPU, so one pretraining run takes days and often stalls.
AI-assisted: written with the help of AI from the reports. The idea report has the full summary.
In the idea report
- The full summary.
- The products the 3 reports are about, and how many came each month.
- Related problems.
No business has been found with this problem yet, so the report has no contacts. All sales are final — no refunds. Pricing.