Because the network adapter is off and the hard drive cannot write data, Chrome cannot receive or save the file. The download will immediately pause at the percentage completed when the sleep timer triggers.
Here’s why:
However, you can configure your system to bypass this limitation or use extensions to keep the download active. Why Downloads Stop During Sleep do chrome downloads continue in sleep mode