VERIFYBrowser & web
Jev and OSS Variants for Design and Data Verification

This project evaluates Jev and its open-source variants for design verification against a design system and data verification against public RPCs, noting that Jev and its variants may be less effective at arithmetic tasks.
I evaluated Jev & its many OSS variants for my use cases
- design verification - does this site follow my design system?
- data verficiation - does our txn data match the chain public RPC? (v important if u trade lol)
tldr; shifting design verification to OSS Nimble 9B & data verification to Bonsai 2 27B (b/c Jev + its variants like Nimble bad at arithmetic it seems)
Check out the full breakdown here: yuanfenxyz.com/classification
Jev might be better natively (i used free thru @vercel gateway). OSS models might also just be faster for me as I run them natively on my own hardware (& thus also preferable since free, even if Jev is supa cheap)
I'm also testing out these models for X bookmark classification, which I run 2x a day for my site! Will update that next

