马哥教育-大模型应用与工程实践
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 马哥教育-大模型应用与工程实践https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 18-c08面向对象进阶
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 22-神经网络基础概率
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 13-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 30-Transformer模型训练深度解析、各组件的演进、GPU
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 12-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-Python基础c02线性表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 31-模型分布式训练并行策略、通信原语、ZeRO、混合并行、模型训练案例
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 7-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 27-优化器正则化CNN和RNNLSTM
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-Python基础
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 3-c02线性表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 39-LLM推理系统的约束分析、架构设计与SLA达成路径
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 5-c03哈希表c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 33-HF API及用例、模型微调工作机制、微调数据集和对话模板、LoRA
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 37-第16节-基于LiteLLM-Proxy的生产架构案例、Ray与Ray Cluster、Ray Cluster创建与管理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 40-分布式、云原生与生产级系统
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 17-c07面向对象c08面向对象进阶
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 32-大模型分布训练（ddpfsdp和deepspeed示例）、HuggingFace API及用例、模型微调基础
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 21-6.28开班
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 36-第15节-SGLang推理引擎、LLM的生产架构及案例
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 23-Pandas、Matplotlib
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 34-模型微调实践、模型压缩与优化介绍、模型量化工作原理、模型量化实践、模型剪枝和模型蒸馏介绍
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 8-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 4-c02线性表c03哈希表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 29-Transformer架构组件、工作原理、代码实践和最新演进
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 10-c05装饰器c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 28-RNNLSTMGRU和Transformer
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 11-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 14-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 24-Pandas、Matplotlib
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 25-sklearn神经网络和pytorch
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 26-神经网络
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 16-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 6-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 35-第14节-模型量化及实践案例、模型推理与推理引擎、vLLM组件、架构、工作原理及案例
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 38-第17节-LLM推理技术与工程化（基于Kubernetes）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 19-c08面向对象进阶
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 15-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 9-c05装饰器
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c08面向对象进阶
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-神经网络基础概率
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-数值和内建函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-分支循环
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-LLM推理系统的约束分析、架构设计与SLA达成路径
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c02线性表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-Python学习之路
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 GRU
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-基于LiteLLM-Proxy的生产架构案例、Ray与Ray Cluster、Ray Cluster创建与管理、Ray Serve架构
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-分布式、云原生与生产级系统
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-HFAPI及用例模型微调工作机制微调数据集和对话模板.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-函数概念
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-1-字典增删改查
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-6.28开班典礼&LLMOps资深工程师
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-异常处理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-魔术方法之实例化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c02线性表c03哈希表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-c02线性表c03哈希表
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 Seaborn、Scikit-Learn、特征工程和PyTorch基础
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-模型微调实践、模型压缩与优化介绍、模型量化工作原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-Transformer架构组件、工作原理、代码实践和最新演进
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 2-c05装饰器c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c05装饰器c06文件IO和序列化
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-sklearn神经网络和pytorch
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 Seaborn、Scikit-Learn、特征工程和PyTorch基础（2）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-神经网络
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c04函数
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-LLM推理技术与工程化（基于Kubernetes）
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c08面向对象进阶
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c07面向对象
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-魔术方法之反射.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-魔术方法之可调用对象.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-模块搜索加载缓存导入和全局变量.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-魔术方法之哈希.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-魔术方法之上下文管理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-c05装饰器
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-re模块使用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-正则习题讲解1.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-正则习题讲解2.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-复制作业详解.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-argparse模块使用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-序列化本质和pickle.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2json和msgpack.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-csv文件处理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6-正则表达式2.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-正则表达式1.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-排序.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-匿名函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-nonlocal和LEGB.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-闭包原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-生成器函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-线性表原理详解.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-数值和内建函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-列表操作和内存模型.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-分支循环.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-循环和三元表达式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-字符串分割替换移除.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7-7字符串格式化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4字符串构造1-.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1列表复制原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-Random模块.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6字符串判断1.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3元组.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 8-8-编码的本质.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-优化器正则化CNN和RNNLSTMGRU
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-Ray Serve架构与工作机制、Ray Server与vLLM集成、Serve .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-基于LiteLLM-Proxy的生产架构案例、Ray与Ray Cluster、Ra.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-计算机基础理论.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-运算符和内建函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-语法.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-Python学习之路..mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-虚拟环境安装.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-异常处理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-函数概念.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-解析式和生成器表达式..mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-字典增删改查.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-遍历和有序性.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-选择排序精讲.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1函数执行原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3作业之比较大小.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-作业上下三角打印.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-递归函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-set和哈希表原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-封装和解构.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-第一章习题-登录.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-第二章习题.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3第一章习题-九九乘法表.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1字节类型.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-切片.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-魔术方法之比较运算符重载.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-魔术方法之实例化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-魔术方法之布尔等效.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-魔术方法之可视化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6-魔术方法之容器化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-魔术方法之算数运算符重载.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-Pandas、Matplotlib
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-文件对象读写和迭代.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-递归作业详解.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-Path常用操作.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-Path操作2.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6-shutil模块使用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-ath模块.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-open方法和主模式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-附加模式和指针.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-面向对象概念.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-属性本质和属性访问规则.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-方法、类方法、静态方法原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-访问控制.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-类、实例、属性、self.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 1-Pandas、Matplotlib
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-sklearn .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-神经网络和pytorch .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-functools之lru_cache和cache原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-functools之reduce和partial.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-插入排序.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-缺省值..mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-可变形参.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6-作用域和嵌套函数.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-形参和返回值.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 7-7-局部变量赋值和global.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1第三章作业.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-传实参2种方式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-3-作业温度转换和图形面积.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 6-6-日志流.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-日志层次、级别、根.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 5-5-handler和formatter.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1-作业argparse模块使用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-2-高阶函数参数本质.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-4-打包分发.mp4
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**** Hidden Message ***** 来星友笑一下：当你觉得自己又丑又穷，一无是处时，别绝望，至少你的判断还是对的 既然这样，那是不是可以那样 今日学习与分享：模仿和创新是成功的两大法宝 打卡是我最喜欢的日常之一 你的第一个视频可能很糙，但没关系， 先拉屎再屎上雕花 。 怎么不早点发，咱们众筹群的课，在哪获取呢？
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