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不会出现。 一位AI大模型领域的开发者 Greg Kamradt 也对此充满了困惑。于是，他设计了一个名为 “大海捞针” 的大模型长文本性能测试方法： 在文本语料中藏入一个与文本语料不相关的句子（可以想象是在整本《西游记》里放入一句只会在《红楼梦》里出现的话），然后看大模型能不能通过自然语言提问的方式（Prompt）把这句话准确地提取出来。 Greg Kamradt 的 “大海捞针” 实验简述: a sunny day. Greg Kamradt 把藏起来的那句话（也就是大海捞针的“针”）分别放到了文本语料（也就是大海捞针的“大海”）从前到后的15处不同位置，然后针对从1K到128K（200K）等量分布的15种不同长度的语料进行了225次（15×15）实验。为了保证实验的严谨，他还重复进行了实验，来取平均值，测试时调用API的费用总计花了几百美元。 Greg Kamradt 在 Twitter（现名 https://twitter.com/GregKamradt/status/1727018183608193393 ## 第一次实验 作为大模型长文本技术的重要玩家，Greg Kamradt 的实验成功引起了我们的注意。由于 Greg Kamradt 将他的实验所有语料和代码都放在了 Github 上，Moonshot AI 的工程师很容易就可以在 Kimi 智能助手上重复做这个实验。 在条件完全一致的情况下，Kimi

2003, 2004 Philip Warner. * Portions relating to PNG copyright 1999, 2000, 2001, 2002, 2003, 2004 Greg Roelofs. * Portions relating to gdttf.c copyright 1999, 2000, 2001, 2002, 2003, 2004 John Ellson of Contributing Authors: John Bowler Kevin Bracey Sam Bushell Magnus Holmgren Greg Roelofs Tom Tanner Some files in the "scripts" directory have other copyright owners, but are * Cosmin Truta * Dave Martindale * Eric S. Raymond * Gilles Vollant * Glenn Randers-Pehrson * Greg Roelofs * Guy Eric Schalnat * James Yu * John Bowler * Kevin Bracey * Magnus Holmgren * Mandar

jsonb, tsquery, ltxtquery and query_int (Noah Misch) • Fix handling of DOW and DOY in datetime input (Greg Stark) These tokens aren’t meant to be used in datetime values, but previously they resulted in opaque Fix session-lifespan memory leaks in regular-expression processing (Tom Lane, Arthur O'Dwyer, Greg Stark) • Fix data encoding error in hungarian.stop (Tom Lane) • Prevent foreign tables from being Herrera) • Reduce indentation in rule/view dumps to improve readability and avoid excessive whitespace (Greg Stark, Tom Lane) This change reduces the amount of indentation applied to nested constructs, including

jsonb, tsquery, ltxtquery and query_int (Noah Misch) • Fix handling of DOW and DOY in datetime input (Greg Stark) These tokens aren’t meant to be used in datetime values, but previously they resulted in opaque Fix session-lifespan memory leaks in regular-expression processing (Tom Lane, Arthur O'Dwyer, Greg Stark) • Fix data encoding error in hungarian.stop (Tom Lane) • Prevent foreign tables from being (CVE-2014-0067) • Fix possible mis-replay of WAL records when some segments of a relation aren’t full size (Greg Stark, Tom Lane) The WAL update could be applied to the wrong page, potentially many pages past where

jsonb, tsquery, ltxtquery and query_int (Noah Misch) • Fix handling of DOW and DOY in datetime input (Greg Stark) These tokens aren’t meant to be used in datetime values, but previously they resulted in opaque Fix session-lifespan memory leaks in regular-expression processing (Tom Lane, Arthur O'Dwyer, Greg Stark) • Fix data encoding error in hungarian.stop (Tom Lane) • Prevent foreign tables from being (CVE-2014-0067) - Fix possible mis-replay of WAL records when some segments of a relation aren’t full size (Greg Stark, Tom Lane) The WAL update could be applied to the wrong page, potentially many pages past where