I quote this : 1. CUDA 12.3 Update 1 Release Notes — Release Notes 12.3 documentation [CUDA Toolkit v11.1.0][Release Notes]
"Added support for NVIDIA Ampere GPU architecture based GA10x GPUs GPUs (compute capability 8.6), including the GeForce RTX-30 series. "
The answer I believe is no, because support for SM_86 was added in CUDA 11.x. This link might help you understand better : Matching CUDA arch and CUDA gencode for various NVIDIA architectures - Arnon Shimoni
If you could point out why you need CUDA 10.1 specifically I might be able to help you.