trysoup.dev

trysoup.dev is a live English-language website hosted on Amazon.com, Inc. (AS16509) in the United States, served by Vercel. cl0q first saw it on 2026-08-15 and last crawled it on 2026-08-15. It resolves to 216.198.79.1 and has mail (MX) records set up. Its favicon is fingerprinted by SHA-256, so you can find every other site that serves the same icon.

How the site describes itself:

Soup CLI — Build, expect, train, x-ray, merge, bisect, ship — one CLI

Fine-tune Llama-3.1-8B on a 4 GB laptop GPU, and align on the same card. Soup v0.73.0 is the release that came out of three days on somebody else's hardware: every number this project had published came from one 4 GB RTX 3050 Laptop, and a borrowed 8x H100 box was the first machine able to hold a resident reference for a model worth streaming. It confirmed the method (the streamed forward pass is exact against that reference at 8B, 14B, 32B and 72B, peak VRAM stays flat from 3,397 MB to 4,845 MB while the model grows fourfold, the laptop headline reproduces at a median 113.00 tok/s in the same 3.32 GB, and a streamed model converges indistinguishably from a resident one across five paired runs) and it broke it: in NF4 above roughly 165 MB per decoder layer the backward pass produced silently wrong gradients while the forward stayed bit-exact and the loss looked healthy. That affects 32B and larger, never 8B or 14B, and it is repaired here and gated at both affected sizes. The same thre…