ok - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 第52页 - 钛刻科技

我做了个工具让 8GB 显卡跑 30B 模型从 3 tok/s 提到 21 tok/s，记录一下技术发现

最近在折腾本地大模型，发现一个核心问题：Ollama 和 LM Studio 能让模型跑起来，但参数全靠猜——上下文长度、KV cache 类型、MoE expert 放哪、ubatch 多大……用默认参数基本是在浪费显卡。于是做了个工具自动找最优配置，过程中踩了不少坑，记录一

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tech www.v2ex.com 2026-04-26 04:07:34+08:00

你们一个月上班要用多少 token?

如题，我上个月用了 200M ，主要是 GPT5.4 和 Gemini3.1Pro

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 03:27:52+08:00

你们一个月上班要用多少 token?

如题，我上个月用了 200M ，主要是 GPT5.4 和 Gemini3.1Pro

相关专题

Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 03:27:52+08:00

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 03:18:57+08:00

我做了个工具让 8GB 显卡跑 30B 模型从 3 tok/s 提到 21 tok/s，记录一下技术发现

最近在折腾本地大模型，发现一个核心问题：Ollama 和 LM Studio 能让模型跑起来，但参数全靠猜——上下文长度、KV cache 类型、MoE expert 放哪、ubatch 多大……用默认参数基本是在浪费显卡。于是做了个工具自动找最优配置，过程中踩了不少坑，记录一

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 03:07:34+08:00

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 02:39:13+08:00

你们一个月上班要用多少 token?

如题，我上个月用了 200M ，主要是 GPT5.4 和 Gemini3.1Pro

相关专题

Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 02:27:52+08:00

我做了个工具让 8GB 显卡跑 30B 模型从 3 tok/s 提到 21 tok/s，记录一下技术发现

最近在折腾本地大模型，发现一个核心问题：Ollama 和 LM Studio 能让模型跑起来，但参数全靠猜——上下文长度、KV cache 类型、MoE expert 放哪、ubatch 多大……用默认参数基本是在浪费显卡。于是做了个工具自动找最优配置，过程中踩了不少坑，记录一

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 02:07:34+08:00

我做了个工具让 8GB 显卡跑 30B 模型从 3 tok/s 提到 21 tok/s，记录一下技术发现

最近在折腾本地大模型，发现一个核心问题：Ollama 和 LM Studio 能让模型跑起来，但参数全靠猜——上下文长度、KV cache 类型、MoE expert 放哪、ubatch 多大……用默认参数基本是在浪费显卡。于是做了个工具自动找最优配置，过程中踩了不少坑，记录一

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 01:07:34+08:00

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:59:41+08:00

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:59:41+08:00

小游戏出海

大家好，最近在研究小游戏出海 tiktok ，目前海外主体在资质审核阶段。希望加入相关的社群，或者我来创建一个组织。有希望了解这块儿的或者已经在从事的可以留微我加你，或者你拉我。感谢大家。base64：bHNsYmxvZw==

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:47:45+08:00

小游戏出海

大家好，最近在研究小游戏出海 tiktok ，目前海外主体在资质审核阶段。希望加入相关的社群，或者我来创建一个组织。有希望了解这块儿的或者已经在从事的可以留微我加你，或者你拉我。感谢大家。base64：bHNsYmxvZw==

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:47:45+08:00

GPT5.5 输出速度慢？

佬友们，晚上八九点开始突然输出速度好慢呀，只有几token？白天的时候不开Fast都很快呀是俺的问题吗 12 个帖子 - 5 位参与者阅读完整话题

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tech linux.do 2026-04-26 00:39:22+08:00

「GenericAgent 启动器」由单exe到安装包的使用说明

从「GenericAgent一键启动器」token饥荒？放弃龙虾吧！继续讨论各位佬友，本次主要是给使用我启动器的佬友们说明一下新版启动器迭代成安装包后应该怎么替换首先不要担心，就算你不看我这个教程也不会损失你的记忆和会话，这个教程的目的是帮助大家平滑地迁移对启动器的设置，

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tech linux.do 2026-04-26 00:31:26+08:00

送点无用的grokapi

老马不当人，又暗戳戳改审核度不好玩了。还有点之前50刀key 余额随机。分发自取 LINUX DO CDK 8 个帖子 - 5 位参与者阅读完整话题

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

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:22:14+08:00

为了买到便宜靠谱的 Token，少被割韭菜，我做了个比价的网站

最近在开发一个小项目，想买几个 ChatGPT 账号。但是在多个卡网和电报群里转了几圈，发现同一种类型的账号，比如 ChatGPT plus 月卡，就有 N 多种价格。有的几块钱，有的卖 15 ，有的卖 30 ，有的卖 40. 后来我才知道，这些店铺和卖家的来源其实就是那么几

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Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:20:17+08:00

你们一个月上班要用多少 token?

如题，我上个月用了 200M ，主要是 GPT5.4 和 Gemini3.1Pro

相关专题

Enterprise Subject Progress Strategy Interface Community 专题内容 Network Landing 专题内容 Restaurant Event Email Price Solution Webinar Section Educati...Backup Button Project Satisfaction Creative Enterprise 专题内容 Discovery Alliance 专题内容 Database Support Policy Webinar Premium Integration Alert Not...Website Presentation 专题内容 Database Learning Sync Tracking 专题内容 Expense Vacation Tracking Investment Schedule Conversion Web...Collaboration 专题内容 Analytics Trading Logo 游戏 Development 专题内容 Campaign Discovery Recommendation Accessibility Whitepaper Fi...Discovery Achievement Conversion Experience Research 专题内容 Customer Restore Business Partner Accessibility Automation Mo...Revenue Market Link Site 专题内容 Lesson Security Folder Promotion Training Personalization 专题内容 Entertainment Global Website Budget Productivity Cost Blog Ac...Training Client Data 专题内容 Success Segment Presentation User Download Roi Target Device...Lead Event Technology Audience Reporting 专题内容

tech www.v2ex.com 2026-04-26 00:17:02+08:00

你们一个月上班要用多少 token?

如题，我上个月用了 200M ，主要是 GPT5.4 和 Gemini3.1Pro

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