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e417d028 - [docs] Add a note on torchao/quanto benchmarks for CogVideoX and memory-efficient inference (#9296)

[docs] Add a note on torchao/quanto benchmarks for CogVideoX and memory-efficient inference (#9296) * add a note on torchao/quanto benchmarks and memory-efficient inference * apply suggestions from review * update * Update docs/source/en/api/pipelines/cogvideox.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/api/pipelines/cogvideox.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * add note on enable sequential cpu offload --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>