├── .gitignore ├── src ├── chapter_5.md ├── chapter_4.md ├── SUMMARY.md ├── chapter_2.md ├── chapter_1.md └── chapter_3.md ├── book.toml ├── readme.md └── LICENSE /.gitignore: -------------------------------------------------------------------------------- 1 | book 2 | -------------------------------------------------------------------------------- /src/chapter_5.md: -------------------------------------------------------------------------------- 1 | ## ai 和版权 2 | 3 | -------------------------------------------------------------------------------- /book.toml: -------------------------------------------------------------------------------- 1 | [book] 2 | authors = ["Xargin"] 3 | language = "cn" 4 | multilingual = false 5 | src = "src" 6 | title = "How will AI change our work" 7 | -------------------------------------------------------------------------------- /src/chapter_4.md: -------------------------------------------------------------------------------- 1 | # Chapter 4 Prompt Engineering 2 | 3 | https://clover-talos-e04.notion.site/74f8417345cc447cb0535112b949fd8f?v=c171abee37204091852bb1a113030f6c 4 | 5 | https://learnprompting.org/ 6 | 7 | https://prompthero.com/ 8 | -------------------------------------------------------------------------------- /src/SUMMARY.md: -------------------------------------------------------------------------------- 1 | # Summary 2 | 3 | - [Chapter 1 简介](./chapter_1.md) 4 | - [Chapter 2 Chat 类工具](./chapter_2.md) 5 | - [Chapter 3 图片类工具](./chapter_3.md) 6 | - [Chapter 4 Prompt Engineering](./chapter_4.md) 7 | - [Chapter 4 AI 与版权](./chapter_5.md) 8 | -------------------------------------------------------------------------------- /src/chapter_2.md: -------------------------------------------------------------------------------- 1 | # Chapter 3 Chat 类工具 2 | 3 | 4 | ### chatgpt 使用指南 5 | 6 | ### 通过 open api 使用 chatgpt 7 | 8 | #### 使用 fine tune API，进行细粒度模型训练 9 | 10 | 教科书输入和示例 11 | 12 | ### chatgpt 应用 13 | 14 | #### 通过 chatgpt 辅助编程 15 | 16 | ##### 获取一次性运行代码 17 | ##### 辅助测试用例编写 18 | ##### 解释当前的代码 19 | ##### 帮助编写注释 20 | ##### 通过互动，对编程语言获得大致了解 21 | ##### 集成 github action 进行 code review 22 | 23 | #### 使用 chatgpt 学习英语 24 | 25 | #### 使用 chatgpt 辅助文案创作 26 | 27 | #### 使用 chatgpt 快速阅读论文 28 | 29 | #### 使用 chatgpt 快速了解学科梗概 30 | 31 | https://prompthero.com/chatgpt-prompts 32 | 33 | #### facebook 开源 chat model 使用 34 | 35 | https://github.com/facebookresearch/llama -------------------------------------------------------------------------------- /src/chapter_1.md: -------------------------------------------------------------------------------- 1 | # Chapter 1 简介 2 | 3 | 当前大火的AI工具已经开始逐渐渗透到各行各业，对我们的生活和工作产生了巨大的影响。随着人工智能技术的不断发展，ChatGPT等AI工具的应用将变得越来越广泛，我们必须认识到这种趋势并做好相应的准备。如果我们不能及时了解并掌握这些AI工具所能带来的生产力改变，我们将会像工业革命来临前夕的纺织工人一样被时代所淘汰，成为微不足道的沙粒。 4 | 5 | 因此，要为未来做好准备的第一步，就是去了解并掌握这些AI工具能够为我们带来什么样的生产力改变。在这个过程中，我们需要学习AI技术的基本原理和应用方法，以便更好地应用这些工具于我们的工作和生活中。只有这样，我们才能够更好地适应时代的变化，走在时代的前沿。 6 | 7 | 本书的目标是介绍当前大火的多类AI工具，详细介绍这些工具将如何改变我们的工作和生活。我们将通过实例和案例来说明这些工具的基本原理和应用方法，并探讨它们在各个领域的应用。我们将深入讲解AI技术的前沿进展和未来趋势，以及AI技术对我们的生活和工作所带来的影响。通过本书的学习，读者将能够更好地了解AI技术的发展和应用，并且学习如何应用这些工具于我们的工作和生活中，以更好地适应未来的变化。 8 | 9 | ## ai 工具概览 10 | 11 | ### ai 创作文本内容 12 | 13 | ### ai 创建静态图片 14 | 15 | ### ai 创作音乐 16 | 17 | ### ai 创作动态图像 18 | 19 | ### ai 创作电影，。 20 | -------------------------------------------------------------------------------- /src/chapter_3.md: -------------------------------------------------------------------------------- 1 | # Chapter 4 图片类工具 2 | 3 | ## stable diffusion 4 | 5 | ### 论文说明 6 | 7 | ### 常见应用场景罗列 8 | 9 | ### stable diffusion 的在线服务 10 | 11 | #### sd 原版在线服务 12 | 13 | #### midjourney 在线服务和使用指南 14 | 15 | #### walle 使用指南 16 | 17 | #### leonardo.ai 使用指南 18 | 19 | leonardo.ai 强在什么地方 20 | 21 | 如何使用 leonardo 生成交互流程图 22 | 23 | 使用 leonardo 和 figma 快速制作产品原型 24 | 25 | 使用 leonardo 训练 finetune 模型 26 | 27 | ### 通过 open api 使用 walle 28 | 29 | ### 通过 replicate.com 的 api 使用定制化模型 30 | 31 | ### 搭建私有化 stable diffusion 服务 32 | 33 | stable diffusion webui 介绍和简单配置 34 | 35 | ### embedding 介绍 36 | 37 | ### hypernetwork 介绍 38 | 39 | ### 使用 lora 输出风格化图片 40 | 41 | ### 常见 stable diffusion 使用场景 42 | 43 | ### 使用 stable diffusion 工具生成游戏素材 44 | 45 | ### 通过 controlnet 获得确定结果 46 | 47 | ### macbook 和 nvidia pc 的性能对比 48 | 49 | mac 用 diffusers，diffusion bee 50 | 51 | 一些 benchmark 结果： 52 | https://github.com/huggingface/swift-coreml-diffusers/issues/31 53 | -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # AI 将如何改变我们的工作 2 | 3 | 毫无疑问，人工智能（AI）将会在短期内彻底改变我们的生活和工作。近年来，chatgpt和stable diffusion的爆发式增长已经对信息技术领域产生了深远的影响。不仅如此，随着技术的进步，AI将在各个领域发挥越来越重要的作用。因此，身处科技行业的人们必须认识到，先进的AI技术对于我们的工作和生活意味着什么。 4 | 5 | 为了帮助大家更好地了解 AI 工具，本开源书旨在介绍AI技术的历史、基本原理和使用方法。通过深入了解这些知识，我们可以更好地于我们的工作和生活中应用AI工具，让它们成为我们成功的推进器，而不是像当年那些不思进取、固步自封的工业革命前的纺织工人一样被其所淘汰。 6 | 7 | 随着AI技术的发展，未来的人机交互将更加智能化，人们可以通过自然语言交互、语音识别等方式与机器人、智能助手进行沟通。同时，AI技术也将推动医疗、金融、交通等各个行业的变革，提高工作效率，减少错误率，优化资源配置等等。此外，AI技术还将带来许多新的商业机会和就业岗位。 8 | 9 | 当然，在AI技术的应用中也存在一些问题和挑战，比如隐私保护、数据安全、道德和伦理等方面。因此，我们需要不断地加强对AI技术的监管和规范，确保AI技术的发展能够造福于人类社会。 10 | 11 | 本地浏览： 12 | 13 | ``` 14 | mdbook serve 15 | ``` 16 | 17 | 大致大纲： 18 | 19 | ``` 20 | chatgpt 21 | 学习英语 22 | 场景例句 23 | 语音互动 24 | 语音识别 whisper 25 | 基于 ML 的 tts 工具 mozilla/tts 26 | 编程类 27 | 编写测试用例 28 | 编写一次性代码 29 | 学习语言特性 30 | Github Action Code Review 31 | 代码解释 32 | 文案工作 33 | 润色文案 34 | 编写大纲 35 | 编写文案内容 36 | 提供创意 37 | 研究工作 38 | 论文提练 39 | 接入 API 40 | 申请 api key 41 | 接入官方 api 42 | 官方模型区别介绍 43 | 封装 web 服务 44 | fine tune 案例 45 | chatgpt 不适用场景 46 | TODO 47 | Stable diffusion 48 | 绘图工作 49 | Stable diffusion 概念简介 50 | 常用 stable diffusion 服务简介 51 | 复现 hello asuka 52 | 风景插画示例 53 | 人物插画示例 54 | Prompt Engineering 55 | 搭建私有 stable diffusion 服务 56 | 常用 model 57 | 使用托管 stable diffusion 服务 58 | Replicate.com (http://Replicate.com) api 接入指南 59 | 60 | ``` 61 | 62 | https://www.perplexity.ai/ 63 | 64 | https://www.chatpdf.com/ 65 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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