Host openai models locally - token limit

Is it possible to host openai models on my own gpu server?
If so, is it possible to get rid of the token limit?

thanks

Not very practical

https://www.perplexity.ai/?s=u&uuid=f68f7720-12c7-4c07-a263-50a500d789ca