aifaq.wtf

"How do you know about all this AI stuff?"
I just read tweets, buddy.

#explanations and guides and tutorials

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Prompt Engineering for LLMs by Elvis Saravia on Maven

#prompt engineering   #explanations and guides and tutorials   #link  

This is a $800 course on prompt engineering. The price along makes me want to take it! But I'm pretty sure it's just this guide as a class.

@JeremyNguyenPhD on January 08, 2024

#explanations and guides and tutorials   #tweets  

My favorite part about this was Gobblebot (tweet description), an online tool that turns stuff into a single text file for you.

"Stuff?"

You have a website, PDF or a Youtube video and want to make a GPT chatbot on ChatGPT. Simply use Gobble Bot to turn it all into one text file, ready to use for training.

Yes, stuff.

GitHub - mlabonne/llm-course: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

#explanations and guides and tutorials   #llms   #link  

Training and deploying open-source large language models

#explanations and guides and tutorials   #link  

What is better ? 7B-Q4_K_M or 13B_Q2_K ? (Reddit)

#local models   #quantization   #diy   #explanations and guides and tutorials   #link  

A discussion of model sizes vs quantization on /r/LocalLLaMA, relevant for anyone interested in running models on their own machines. Generally:

Ive read that a larger sized model even at a lower quant will most likely yield better results than a smaller model at a higher quant

And this is a great ELI5 for quantization.

@iamtrask on September 22, 2023

#limitations   #explanations and guides and tutorials   #tweets  

It's a solid thread, but is a little long so I'm dropping you into what I think is the good bit. It's a take on the "A is B, B is A" generalizations paper.

How to talk to an AI

#explanations and guides and tutorials   #link  

Here’s our guide to their favorite strategies for asking a chatbot to help with explaining, writing and brainstorming. Just select a topic and follow along.

It's very, very interactive (to the detriment of casual experience, I think), but it does a great job showing you examples of how different types of prompts might affect the output.

Language Models as Statisticians, and as Adapted Organisms

#explanations and guides and tutorials   #link  

This looks really interesting! I haven't actually watched it, but: it looks really interesting!

@chrismoranuk on July 28, 2023

#explanations and guides and tutorials   #how it works   #tweets  

I was really surprised – "with a minimum of math and jargon" means "actually a really solid bunch of technical stuff," not "this is baby talk for baby infants." There're plenty of places where I feel like it goes a little too deep, but this piece is a great second-level introduction beyond the basics.

How to Use AI to Do Stuff: An Opinionated Guide

#generative art and visuals   #generative text   #explanations and guides and tutorials   #models   #link  

This is a pretty thorough, none-technical guide on the AI tools available for use. It doesn't dig too deep, but it's a heck of a useable list. For example:

Make images

Most transparent option: Adobe Firefly Open Source Option: Stable Diffusion Best free option: Bing or Bing Image Creator (which uses DALL-E), Playgound (which lets you use multiple models) Best quality images: Midjourney

Nice, 'eh?

July 4, 2023: @alicepyne

#generative art and visuals   #image analysis   #explanations and guides and tutorials  

This book is SO GOOD if you want to get into the nuts and bolts of how image analysis works. It's from a bio point of view but again, SO GOOD.

July 4, 2023: @br_ailab

#actual work   #journalism   #explanations and guides and tutorials  

June 14, 2023: @nazneenrajani

#explanations and guides and tutorials  

June 12, 2023: @goodside

#alignment   #explanations and guides and tutorials   #models  

I know I love all of these, but this is a great thread to illustrate how these models aren't just a magic box we have no control over or understanding of.

June 5, 2023: @simonw

#explanations and guides and tutorials   #prompt engineering