Pen and Paper Exercises in Machine Learning
A handy collection of pen-and-paper exercises in machine learning. Covers foundational topics related to machine learning such as linear algebra, optimization, graphical models and etc...
This is a relevant resource for anyone who wants to brush up on ML foundational theories.
Get a free copy here: arxiv.org/abs/2206.13446
We’ve expanded our index to include tweets, YouTube, countless pdfs, and much more – allowing you to search more of the web in expressive and unusual ways
Here’s search over twitter (2/7)
✨Excited to announce @ArXivGPT:
Daily summary tweets of new AI papers published daily to arXiv.org; summarized by GPT-4.
The amount of AI papers has significantly increased & it's hard to keep up.
It aims to provide a quick glance at all AI daily papers.
Introducing Stable Diffusion XL beta!
Our latest image generation model, now available through our API, excels at photorealism & adds many cool features like enhanced face generation, minimal prompts & legible text.
Try out #SDXL in @DreamStudioAI now:
beta.dreamstudio.ai/
An AI-generated image wins the Sony World Photography Awards.
"Boris Eldagsen himself has come out and stated after the winning result was announced that this isn’t a photograph at all. It’s an image generated by inputs he provided to the Open AI photo tools".
Info links 🧵👇
Community note
The image in the post did initially win the "Creative" category of the Open Competition of the Sony World Photography Awards. The image has since been scrubbed from the award's official website. The citation below describes the circumstances-
petapixel.com/2023/04/14/art…
One of my favorite moments from @ilyasut's interview by @dwarkesh_sp, exploring the role of AGI in human society 🎙️🌐
Who says tech talks can't be entertaining? Just sprinkle in some VFX! 📺👽
⚙ Made with Wonder Studio Meta SAM Mocha After Effects
🧵 Workflow below 👇
Just been informed that #AutoGPT is ranked #1 trending in the entire world on @Github!🤯
Thank you everyone for your interest, I'm glad to have inspired so many fellow humans! 🤖
A couple of weeks ago I had 19 twitter followers... 📈
Friendly reminder: ChatGPT stores your input data for training. don't put anything confidential in there.
Yes, that also includes your code :-)
#data#chatgpt
It's no secret that Amazon collects huge amounts of data for targeted ads and Alexa. Follow these tips to reduce the amount of data they collect. pcworld.com/article/1663367/…
The year is 1440 and the Catholic Church has called for a 6 months moratorium on the use of the printing press and the movable type.
Imagine what could happen if commoners get access to books!
They could read the Bible for themselves and society would be destroyed.
This @theinformation scoop is crazy: a top google ai engineer quit recently because Google was training its AI on OpenAI’s ChatGPT.
The models are copying each other! Makes an even bigger mush of authorship
theinformation.com/articles/…
things we need for a good AGI future:
1) the technical ability to align a superintelligence
2) sufficient coordination among most of the leading AGI efforts
3) an effective global regulatory framework including democratic governance
"any sufficiently advanced technology is indistinguishable from magic" ✨ p sure i've never said this about anything we've made.
meet uncle rabbit—the first conversational holographic ai being powered by #ChatGPT@OpenAI powered by @LKGGlass
(hey @DBtodomundo 👋🏼)
I'm excited to announce the release of GPT4All, a 7B param language model finetuned from a curated set of 400k GPT-Turbo-3.5 assistant-style generation.
We release💰800k data samples💰 for anyone to build upon and a model you can run on your laptop!
Real-time Sampling on M1 Mac
I created an iOS shortcut that allows you to replace Siri with ChatGPT.
It’s super simple:
- Install extension
- Enter OpenAI API key
- Add to home
- Tell it what you want
Here’s a video of Hey GPT in action.
It blows Siri out of the water.
Install: icloud.com/shortcuts/8bcc297…
In “On Distillation of Guided Diffusion Models”, @Chenlin_Meng et al. trained a distilled version of #StableDiffusion to produce hi-quality images in just 2-4 steps, 20x speedup. This is huge since it’ll make generation very fast & cheap!
arxiv.org/abs/2210.03142
2-step samples:
⭐️Claude AI Plugins⭐️
AI Plugins (the ones ChatGPT is using) are usable by ANY language model
It takes a tiny bit of prompt engineering, but here is @AnthropicAI's Claude using them
Code: gist.github.com/hwchase17/55…