Improving Training Performance and Scalability Documentation (#28497)
* Improving Training Performance and Scaling documentation by adding PEFT techniques to suggestions to reduce memory requirements for training
* Update docs/source/en/perf_train_gpu_one.md
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
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Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>