Tag: data pruning

  • Hacker News: I want to break some laws too

    Source URL: https://snats.xyz/pages/articles/breaking_some_laws.html Source: Hacker News Title: I want to break some laws too Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text delves into the exploration of data pruning in AI training, specifically highlighting a project inspired by the Minipile paper that demonstrates the effectiveness of using significantly smaller datasets to achieve…

  • Hacker News: EMP: Enhance Memory in Data Pruning

    Source URL: https://arxiv.org/abs/2408.16031 Source: Hacker News Title: EMP: Enhance Memory in Data Pruning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach to enhancing model memory during data pruning in large models, addressing the challenge posed by Low-Frequency Learning (LFL). This research holds significance for professionals in AI and…