>open source dataset ... feasible to train with a commercial computer ... decent results

Choose two. Therefore, you can approach this one of three ways:

1. Use closed source data (eg. where your starting point is a pre-trained model and you're doing additional fine-tuning training)
2. Use millions of dollars of compute resource (a "very good GPU - nvidia etc" does not meet this standard)
3. Accept poor results