Number 2 is most likely what you mean to say, although both sentences could be correct depending on what you mean.
1. Meaning: The sunrise WILL happen, and I want to see it. I'm saying that I want to see the sunrise and that THE SUNRISE will be amazing. (It=the sunrise, which WILL definitely occur.) You can also say, "I'm looking forward to seeing the sunrise tomorrow. I think it (the sunrise) will be amazing."
2. Meaning: Seeing the sunrise would be amazing, and I really want to have that experience. I'm saying that I want to see the sunrise and that THE EXPERIENCE (of seeing it) WOULD be amazing. Going to see it is a hypothetical situation, so I cannot say WILL. I don't know if I will see it, but in the event that I did get to see it, my seeing of it WOULD be amazing.
Make sense? This is tricky for non-native speakers, I've found.