I went to the concert despite it was raining.

I went to the concert despite the fact that it was raining.

It was raining despite the fact I went to the concert.

Which is the correct use of "in spite of"?

We got to the station late in spite of we ran fast as we could.

We got to the station late in spite of running as fast as we could.

We ran as fast as we could in spite of getting to the station late.

Although she isn't here anymore, she is well remembered.

She is well remembered although the fact that she isn't here anymore. 

Although she is remembered well but she isn't here anymore.

Which is the correct use of "nevertheless"?

The explorers had faced incredible obstacles during their journey but carried nevertheless on.

Nevertheless, the explores had faced incredible obstacle during their journey, they carried on.

The explorers had faced incredible obstacles during their journey. Nevertheless, they carried on.

She passed her exams, albeit with great difficulty.

Albeit she passed her exams with great difficulty.

She passed her exams with great difficulty albeit.

Which is the correct use of "despite"?