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Source channel @githubtrending · Post #14845 · Jun 20

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

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@seeker_rc · Post #20243 · 05/11/2026, 09:55 AM

vibe coding 了个端口敲门工具,欢迎体验 knock-proxy 是一个端口敲门 TCP 转发工具。服务端用防火墙默认 DROP 公网 TCP 端口;客户端先发送 knock ,服务端验证后临时放行来源 IP ,然后客户端连接同一 TCP 端口,完成 HMAC-SHA256 二次认证并转发到本机 upstream 。 适合隐藏 SSH 、RDP 、数据库管理端口、Web 管理后台等 TCP 服务。 项目地址 <https://github.com/ming79486/knock-proxy> via V2EX 分享创造 标签: #端口#TCP#knock ⚡️探索号频道 ⚡️探索者频道 ⚡️探索者交流群 ⚡️ Youtube 频道:科技探索者 每天推荐有趣内容,欢迎订阅、转发。