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Post #146 359 Apr 6, 2023, 12:41 UTC

讨论 AI 的邮件列表和播客

https://github.com/sw-yx/ai-notes

GitHub GitHub - swyxio/ai-notes: notes for software engineers getting up to speed on new AI developments. Serves as datastore for htt… notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references und...

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Post #145 364 Apr 6, 2023, 08:53 UTC

这几天在学习 langchain 这个工具链，有点像为 llm 开发的 pandas，将上下游各种工具都打通。

听说他们刚刚还融资成功，准备开始产品化。非常快的速度，一切都发生在短短几个月的时间内。

https://github.com/hwchase17/langchain

#open #ml

GitHub GitHub - langchain-ai/langchain: The agent engineering platform. The agent engineering platform. Contribute to langchain-ai/langchain development by creating an account on GitHub.

Post #144 369 Apr 5, 2023, 09:32 UTC

DPS Build 记录了一下最近使用 Carrd 连接自定义 API 的经历。 Carrd 是由 AJ 一个人创建的建站服务，2016年发布之后，两年就达到了一百万美金的 ARR。 Carrd 非常容易上手，这次我们尝试使用一个 custom form 的功能，遇到了一些困难。中间遇到了一些困难。开了 ticket 之后，AJ 一直跟进，工作日基本上一小时内就有回复，休息日也会在24小时内回复。非常佩服他的响应速度！ https://letters.acacess.com/carrd-with-apis/

昨天在 Twitter 上总结了这篇文章的要点，并且 @ 了 AJ 表示感谢。没想到 AJ 顺手转发了这条 tweet，一天下来有3000多浏览

https://twitter.com/eiflesrd/status/1643158781952417794

Post #143 383 Apr 4, 2023, 07:29 UTC

记录了一下最近使用 Carrd 连接自定义 API 的经历。

Carrd 是由 AJ 一个人创建的建站服务，2016年发布之后，两年就达到了一百万美金的 ARR。

Carrd 非常容易上手，这次我们尝试使用一个 custom form 的功能，遇到了一些困难。中间遇到了一些困难。开了 ticket 之后，AJ 一直跟进，工作日基本上一小时内就有回复，休息日也会在24小时内回复。非常佩服他的响应速度！

https://letters.acacess.com/carrd-with-apis/

DPS - Daily Productivity Sharing Connecting Carrd to Customized APIs Carrd is an elegant and concise web page building tool, which is great for making a one-page site. Amazing, it is built by only ONE person – AJ. DONE! Carrd = a free platform for building simple, fully responsive one-page sites for pretty much anything…

❤ 1

Post #142 400 Apr 3, 2023, 12:40 UTC

DPS Build Apple 官方发布的 stable diffusion on Core ML wrapper，生成速度堪比 3080 https://github.com/apple/ml-stable-diffusion

一个开源的 diffusion app，利用了 Core ML，可以使用 Homebrew 安装

https://github.com/godly-devotion/MochiDiffusion

模型需单独下载，如果想利用 neural engine 的话，请下载 split_einsum 版本的模型

https://huggingface.co/coreml

GitHub GitHub - MochiDiffusion/MochiDiffusion: Run Stable Diffusion on Mac natively Run Stable Diffusion on Mac natively. Contribute to MochiDiffusion/MochiDiffusion development by creating an account on GitHub.

Post #141 445 Apr 2, 2023, 10:10 UTC

DPS Build 在 Figma 内使用 ChatGPT https://www.olexdsgn.com/figgpt

使用 prompt 直接生成 UI

http://literallyanything.io

Post #140 430 Apr 2, 2023, 04:25 UTC

使用 mmap() 之后，30B 的 LLM 只用到了不到6G内存

具体原理是：每次的调用不需要使用到所有的 weights，所以使用 lazy loading 可以大大减少内存的消耗。

https://github.com/ggerganov/llama.cpp/discussions/638?sort=top#discussioncomment-5492916

GitHub 30B model now needs only 5.8GB of RAM? How? · ggerganov/llama.cpp · Discussion #638 (Edit: apologies, I should have clarified initially I'm running on Linux OS. I didn't realize it might not be obvious from the screenshot alone for a non-Linux users.All tests are done on U...

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Post #139 397 Apr 2, 2023, 02:15 UTC

Apple 官方发布的 stable diffusion on Core ML wrapper，生成速度堪比 3080

https://github.com/apple/ml-stable-diffusion

GitHub GitHub - apple/ml-stable-diffusion: Stable Diffusion with Core ML on Apple Silicon Stable Diffusion with Core ML on Apple Silicon. Contribute to apple/ml-stable-diffusion development by creating an account on GitHub.

Post #138 400 Apr 1, 2023, 23:13 UTC

在 Figma 内使用 ChatGPT

https://www.olexdsgn.com/figgpt

Figma FigGPT | Figma Write copy with ChatGPT in Figma or FigJam! 🎉 🚀 Quick actions: Easily change the style, length, or formatting of text in just one click.🎨 Custom actions: Create your own personalized quick actions.🌍 Multilingual output: Supports over 40 languages.🔍 Global…

Post #137 406 Apr 1, 2023, 13:46 UTC

Twitter 开源了它的推进算法

https://blog.twitter.com/engineering/en_us/topics/open-source/2023/twitter-recommendation-algorithm

https://github.com/twitter/the-algorithm-ml

#ml #open

Post #136 370 Apr 1, 2023, 11:10 UTC

一位 Call of Duty 开发者的软硬件装备：

https://usesthis.com/interviews/christina.pollock/

Usesthis Uses This / Christina Pollock Game developer (Call of Duty)

👍 1

Post #135 366 Mar 31, 2023, 15:34 UTC

Attention is Turing Complete

https://www.jmlr.org/papers/volume22/20-302/20-302.pdf

#ml #paper

Post #134 388 Mar 31, 2023, 13:57 UTC

Stable Diffusion 推出了在线的图片编辑器

https://beta.dreamstudio.ai/

Post #133 382 Mar 31, 2023, 02:15 UTC

DPS Build 一个人，一个 app，一亿下载量 https://t.me/tms_ur_way/2636

一个人，一个工具，能卖50万美金

https://t.me/tms_ur_way/2638

Telegram DPS Main Daily Productive Sharing 685 - A $500K Acquisition Offer 来自越南的独立开发者 Tony Dinh 最近收到了一个产品收购邀约，他分享了整个历程以及所学到的经验： 1 收购方两次报价分别为30万美金和50万美金，都低于 Tony 的预期； 2 对于 Tony 而言，他认为自己会卖掉这一产品的情形要满足三个条件：不再对这一产品感兴趣，不再相信它会增长，而且急需现金； 3 从收购方而言，他们的资金来自于各种借款和投资，所以他们不会先行支付大量现金；…

Post #132 381 Mar 30, 2023, 04:15 UTC

Guardrails is a Python package that lets a user add structure, type and quality guarantees to the outputs of large language models (LLMs)

At the heart of Guardrails is the rail spec. rail is intended to be a language-agnostic, human-readable format for specifying structure and type information, validators and corrective actions over LLM outputs.

https://github.com/ShreyaR/guardrails

GitHub GitHub - guardrails-ai/guardrails: Adding guardrails to large language models. Adding guardrails to large language models. Contribute to guardrails-ai/guardrails development by creating an account on GitHub.

Post #131 370 Mar 30, 2023, 02:01 UTC

一个人，一个 app，一亿下载量

https://t.me/tms_ur_way/2636

Telegram DPS Main Daily Productive Sharing 684 - Widgetsmith Downloaded 100,000,000 Times David Smith 创建的 Widgetsmith 突破了一亿下载大关，他回顾了这一历程： 1 他坚持了十二年，创建了59个 app，经历了无数次失败，才有今天的成功； 2 Widgetsmith 于2020年9月发布，两年半就达成了一亿下载量。可能是独立开发者创建的最成功的产品； 3 他感谢了 iOS 团队开发的 SDK ，也感谢了所有的用户，当然还有…

Post #130 418 Mar 29, 2023, 14:15 UTC

Lighiting AI 发布了一个更小的 LLM 模型

https://github.com/Lightning-AI/lit-llama

GitHub GitHub - Lightning-AI/lit-llama: Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and… Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed. - Ligh...

Post #129 417 Mar 29, 2023, 03:55 UTC

用 ChatGPT API 来辅助解析抓取下来的网页，只要写 prompts 就能清洗数据。

想法是挺好的，不过这么调取 ChatGPT 估计跟贵吧？

https://github.com/Smyja/blackmaria/tree/main/blackmaria

GitHub blackmaria/blackmaria at main · smyja/blackmaria Python package for webscraping in Natural language - blackmaria/blackmaria at main · smyja/blackmaria

Post #128 423 Mar 29, 2023, 01:30 UTC

gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue

demo 是在一台 M1 的 Mac 上跑的，输出非常快

https://github.com/nomic-ai/gpt4all

GitHub GitHub - nomic-ai/gpt4all: GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. - nomic-ai/gpt4all

👍 4

Post #127 420 Mar 28, 2023, 13:52 UTC

两个德国开发者用 Rust 写了一套可以取代 LaTex 的方案。真是厉害，还自己写了从 Typst 生成 PDF 的库。

https://t.me/tms_ur_way/2633

Telegram DPS Main Typst：一个定位于替代 LaTex 的学术写作方案 1. 语法比 Markdown 稍微复杂一点，但远远比 LaTeX 简单； 2. 已经有预设的格式模版，可以一键导入，比如 IEEE，Oxford，APA 等等； 3. 有线上编辑平台，类似于 Overleaf 那样，可以多人同时协作； https://typst.app/ https://typst.app/about/

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