uli-web.vercel.app
uli-web.vercel.app is uli fine-tunes a small model on your own labelled data, inside a running inference engine on a Mac, in the idle time between requests.. It is ranked #5248 on the AI Radar, in AI infra & evals, first seen 6 days ago and shared in 1 post (3.3k views).
uli, a model that knows your labels uli A model that knows your labels. Trained in the gaps of a 16 GB Mac. See the results ↗ Copyright ©2026 Wisdom Okechukwu Built on Darkbloom's engine GitHub About × What uli is uli fine-tunes a small model on your own labelled data, inside a running inference engine on a Mac. It trains a LoRA adapter on the base model the engine already holds in memory, using the idle time between requests, and then serves that adapter from the same machine. What it unlocks A model that knows your labels. On a 77-intent banking task, the trained adapter answered 90 of 100 held-out questions from the question alone. The…
What people said about uli-web.vercel.app on X
This is a really cool idea from the Darkbloom community: continued LoRA training on local models. I think it could become extremely interesting in the near future. The project, uli, fine-tunes a model in the gaps between requests and serves it from the same Mac. It trains on the 4-bit model the engine already holds…
— @0xkydo, 6 days ago · 60 likes · see the post
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uli-web.vercel.app in numbers
- Rank on the AI Radar: #5248 of 10412
- Shared in 1 post by 1 account: @0xkydo
- 3.3k views on those posts
- First seen 6 days ago, last shared 6 days ago
- Pricing seen by AGK Intelligence: not stated
- Market: AI infra & evals
FAQ
What is uli-web.vercel.app?
uli fine-tunes a small model on your own labelled data, inside a running inference engine on a Mac, in the idle time between requests. It was first shared on X 6 days ago and is ranked #5248 on the AI Radar.
Is uli-web.vercel.app free?
Pricing is not stated on the page we read.
Who shared uli-web.vercel.app?
1 account on X, including @0xkydo, in 1 post totalling 3.3k views.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 65.5k posts from 5k X accounts over the last 14 days, 10.4k tools, 19 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 16:50 UTC. Full method.