I've been working on other things and haven't really looked into how these new AI products are implemented. Can someone give me a ballpark estimate on the current costs if someone wanted to build their own, say:

1. LLM that talks like ChatGPT 2. Image generator that makes realistic portraits from verbal descriptions.

Are the costs in the data acquisition, human training input, training CPU/GPU hours, hardware, or ??