2025 "downstream task accuracy" Papers

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Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples

Shiva Sreeram, Alaa Maalouf, Pratyusha Sharma et al.

NeurIPS 2025spotlightarXiv:2510.20800