Update documentation with arxiv link

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 # RydbergGPT
-A large language model (LLM) for Rydberg atom array physics.
+A large language model (LLM) for Rydberg atom array physics. Manuscript available on [arXiv](https://arxiv.org/abs/2405.21052).
 
 ## Architecture