Distilled students at 43% to 50% of teacher size keep over 90% of teacher Exact Match on SQuAD and MLQA, though one-shot gains reverse on SQuAD test for Pythia.
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Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks
Distilled students at 43% to 50% of teacher size keep over 90% of teacher Exact Match on SQuAD and MLQA, though one-shot gains reverse on SQuAD test for Pythia.