this is awesome example of practical vector search. please do a video with importing dataset to a base, as you suggested since we're aren't all from a coding background but would like to know more. thanks

I'd like to write a blog post about this (I write tech articles, this seems very cool subject) I know how RoBERTa works and I've used it many times for the experiments I write about. Do you have any suggestions what dataset can I use since you did this y-combinator start-ups. I don't want to copy your work.

@connorshorten6311

2 жыл бұрын

Sounds awesome! No worries with this, maybe ScrapingBee or something like that could help you fill out the dataset, the Crunchbase API might also be good for this

@iva1389

2 жыл бұрын

@@connorshorten6311 good. I'll check it out, and see if I can replicate the procedure. i have been using just beautiful soup to collect various data from the sites. also i used RoBERTa mostly for classifications purposes. So, no need for tuning? I use the top layer as is, right? (sorry to bother im excited on this one)

@connorshorten6311

2 жыл бұрын

@@iva1389 I haven’t yet experimented with ranking so I can’t advise from concrete experience unfortunately, but yeah it sounds reasonable to leave the embeddings frozen and just fine tune the ranking heads (like maybe 2-3 layers of MLP should be all you need I hope)

Hello there, I'm working on my early stage startup xariia, whose vision is to automate custom fashion by generating custom print designs for cloths based on user preferences. I came across your content while researching GANs, and I was wondering if you'd be interested in becoming a partner?