The scale of the opportunity described in this partnership is incredible.

In an interview with CNBC, Nvidia CEO Jensen Huang said his company's project with OpenAI is equivalent to between 4 million and 5 million GPUs.

The companies announced a blockbuster partnership and letter of intent on Monday.