注意力 - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 钛刻科技

deepseek v4的多模态怎么样？不会是胶水吧？

v4p会有多模态吗?感觉智力上v4比较一般，但是注意力很不错。不过这个多模态是什么情况？ 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-05-03 11:41:51+08:00

怎么感觉deepseek-v4-pro max在超过400k上下文时，注意力机制缺陷很大？

一个重构项目，多终端一直卡着无法debug完成，表现为ABCDE五个终端，所有输入都只会错误的输入到A终端，且经过多轮debug无法解决。当从300K上下文Debug到400K上下文时，v4 pro max开始每轮对话添加一个小修复和日志埋点让我测试运行。然后加埋点→收集日志

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tech linux.do 2026-05-02 23:31:02+08:00

关于注意力涣散这件事求助

发帖原因是最近接触LOL发现我似乎容易分不清敌友，比如lol我玩寒冰射手我会不自觉走进对方兵线，尤其开团和兵线多的时候，我会找不到自己，经常不知道怎么回事我就和人家’ 近战 ’了。nba2k也是，我防守的时候总是不记得自己的角色，导致在比赛的时我以为我一直是在对位对面，经常神

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tech linux.do 2026-05-01 15:40:20+08:00

deepseek-v4-pro Max思考下的缓存率稳定在95%，长上下文注意力也不错

测了几个会话下来，发现ds v4 pro max的缓存率不断上升，从85%升到95%左右并稳定下来。官Key显示 145.23人民币。目前单轮对话最长已经到了500k，注意力正常，没有偏离主线。 12 个帖子 - 8 位参与者阅读完整话题

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tech linux.do 2026-04-24 16:12:03+08:00

感觉DeepSeek v4 flash比DeepSeekv4 pro成熟

v4一出，马上就来试试，但是感觉pro虽然智商和知识量很不错，但是注意力貌似有问题，关注的点容易飘，在我目前考公复习的场景并没有和v4 flash拉开特别大的差距，但是falsh就让人比较舒服，就是刚刚好那种感觉，只是知识量不够。当然只是我个人场景的感受，仅仅只是考公问答复习这

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tech linux.do 2026-04-24 16:06:50+08:00

deepseek的注意力已经是国产第一了，智力如何？

感觉deepseek的注意力已经是国产的第一了，智力上大家感觉怎么样？ 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-24 15:07:29+08:00

其实冷静下来想想，V4比较突出的优点也只有注意力了

其他的在当今的国模环境来说都没啥突出的而且没有多模态更是硬伤也只有强大的注意力能说道做道了 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-24 14:58:48+08:00

我去，DeepSeekv4 真的发布了

DeepSeek-V4 开创了一种全新的注意力机制，在 token 维度进行压缩，结合 DSA 稀疏注意力（DeepSeek Sparse Attention），实现了全球领先的长上下文能力，并且相比于传统方法大幅降低了对计算和显存的需求 1 个帖子 - 1 位参与者阅读完整话

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tech linux.do 2026-04-24 11:26:29+08:00

[深夜日记]调整心态，注意力转移

正值大二的我，说一下最近都在l站干嘛关注Claude code 如何解除any局限 any该怎么用只是一个搬运工看别人这样做的我直接cv过来会改的就改一下不会改的直接问ai 其中原理为什么一概不知也懒得去知道因为本身自己也不懂互联网知识自己是学嵌入式的平时也有

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tech linux.do 2026-04-18 23:59:55+08:00

现在Claude code是选择opus4.6还是opus4.7使用？web+cc端简单测试,opus4.6依旧拉胯

介于opus4.7的注意力和gemini差不多只有100k左右的有效注意力，有点想换回opus4.6 1m在Claude code中使用。就是不知道现在的opus4.6智商是否恢复了，有没有测试过的佬呢？ 1. 9.9-9.11=? opus 4.6答错 opus4.7正确 2

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tech linux.do 2026-04-18 02:00:21+08:00

注意力 - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 钛刻科技 | TCTI.cn

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