Transformers (LLMs) clearly explained with visuals:

Try it out yourself: If you find this useful, RT to share it with your friends. Don't forget to follow me @Saboo_Shubham_ for more such LLM tips and tutorials.

amazing visualization! which tool did you use for this?

Link here!

this is by far the coolest and most helpful visualization of how next-token prediction works. Thanks for sharing this!

You're welcome!

Amazing!!

I still don't get why we can't augment/emulate this if we know the process

This is awesome, thank you for sharing! have you come across anything similar for other types of gen AI? thinking here diffusion, GANs and VAEs

Super cool. You put this together yourself?

Cool stuff.