[Feature request] Eager mode support for a8w4dq

[mikekgfb]

https://github.com/pytorch/torchchat/edit/main/docs/quantization.md

Does a8w4dq also work for eager mode generate for testing before export without Executorch?

cc: @digantdesai @kimishpatel