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Summary of 1 Trillion Token (1tt) Platform: a Novel Framework For Efficient Data Sharing and Compensation in Large Language Models, by Chanjun Park et al.


1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data Sharing and Compensation in Large Language Models

by Chanjun Park, Hyunsoo Ha, Jihoo Kim, Yungi Kim, Dahyun Kim, Sukyung Lee, Seonghoon Yang

First submitted to arxiv on: 30 Sep 2024

Categories

  • Main: Computation and Language (cs.CL)
  • Secondary: Artificial Intelligence (cs.AI)

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GrooveSquid.com Paper Summaries

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Summary difficulty Written by Summary
High Paper authors High Difficulty Summary
Read the original abstract here
Medium GrooveSquid.com (original content) Medium Difficulty Summary
The proposed 1 Trillion Token Platform (1TT Platform) is a novel framework designed for efficient data sharing with a transparent profit-sharing mechanism. The platform facilitates collaboration between data contributors and consumers, incentivizing large-scale data sharing by offering monetary compensation to contributors based on predefined profit-sharing arrangements. This innovative approach fosters a collaborative environment to drive advancements in NLP and LLM technologies.
Low GrooveSquid.com (original content) Low Difficulty Summary
The 1TT Platform is a new way for people with data to share it with others who want to use that data. They’ll get paid for sharing, and the person using the data will have to give some of their money back to the original sharer. This makes people more likely to share big amounts of data, which can help make AI technology better.

Keywords

» Artificial intelligence  » Nlp  » Token