adding peft lora example notebook for ner #4355

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Run time

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Job	Run time
check_code_quality	1m 48s
check_code_quality	1m 48s
tests (3.8, ubuntu-latest)	15m 45s
tests (3.8, ubuntu-latest)	15m 45s
tests (3.8, macos-12)	19m 7s
tests (3.8, macos-12)	19m 7s
tests (3.8, windows-latest)	19m 15s
tests (3.8, windows-latest)	19m 15s
tests (3.9, ubuntu-latest)	17m 8s
tests (3.9, ubuntu-latest)	17m 8s
tests (3.9, macos-12)	16m 25s
tests (3.9, macos-12)	16m 25s
tests (3.9, windows-latest)	17m 19s
tests (3.9, windows-latest)	17m 19s
tests (3.10, ubuntu-latest)	10m 42s
tests (3.10, ubuntu-latest)	10m 42s
tests (3.10, macos-12)	18m 14s
tests (3.10, macos-12)	19m 41s
tests (3.10, windows-latest)	13m 33s
tests (3.10, windows-latest)	13m 33s
tests (3.11, ubuntu-latest)	12m 3s
tests (3.11, ubuntu-latest)	12m 3s
tests (3.11, macos-12)	16m 17s
tests (3.11, macos-12)	16m 17s
tests (3.11, windows-latest)	19m 50s
tests (3.11, windows-latest)	19m 50s
	6h 36m 19s