u/FitRefrigerator7538

https://huggingface.co/datasets/Tejaskumar/Emergent-NCA-Sequences-5M

Hey guys,

I've been working on some research domain on NCAs for a while now. I recently came across the paper talking about pre pre training LLMs with NCA to get a 1.6x faster convergence and better reasoning capabilities for the model. I worked on generating a synthetic dataset for similar purposes with a lot of applications in domains like world models, reinforcement learning etc. please check it out and feel free to try it out and interact in the community. And I'm quite new to the space of contributions like this but im trying my best to give the best i have. Would be happy to get some advice or suggestions on this or anything related.

Thank you

Happy building

Hi everyone, 3rd year ECE student here ('27 passout).

I am basically planning on pursuing my masters. I had 2 options in my mind I was planning to actually go to the US for my masters but the situation isn't very great and based of the people that I know who went abroad they say it didn't make much of a difference and it was basically just a way to get a job abroad, and right now the current situation outside is also not really good and i am not sure if it is a right time to travel. I am not sure about Europe and how would the ROI and growth be for it. Another option i thought was doing an MBA and that would usually require some experience to increase the chances... again I'm not very familiar about the competition for CAT so i am the odds of an IIM or ISB is also pretty low. Not sure how to analyze and decide what is the best bet for me to take right now. My work mostly focuses on working on core ML and have built some big projects here and published a paper and also working on a few papers but i feel going core technical would be hard to sustain in a job so was considering an MBA for that reason.

Would like to here out your thoughts and suggestions on this. Thank you for your time. Would be grateful to hear out suggestions from seniors aswell.

NCA sequence emergence