Fine-tuning all-MiniLM-L6-v2 on MS MARCO with triplet loss degrades MRR@10 by 13.5 to 32.3 percent relative to the base model.
Dong et al., ”Exploring Dual Encoder Architectures for Question An- swering,” in Proc
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When Fine-Tuning Fails: Lessons from MS MARCO Passage Ranking
Fine-tuning all-MiniLM-L6-v2 on MS MARCO with triplet loss degrades MRR@10 by 13.5 to 32.3 percent relative to the base model.