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Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing
April 11, 2024, 10:06 p.m. | Mike Young
DEV Community dev.to
This is a Plain English Papers summary of a research paper called Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.
Overview
- Presents a novel framework called "Impossible Distillation" for paraphrasing and sentence summarization
- Distills a high-quality dataset and model from a low-quality teacher model that cannot perform these tasks
- Leverages the paraphrastic proximity …
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