https://gpuburnout.com/tags/season-4/Recent content in Season-4 on GPUburnout | Jun Parkhttps://gpuburnout.com/images/og-default.pnghttps://gpuburnout.com/images/og-default.pngHugo -- 0.155.2en-usMon, 30 Mar 2026 00:00:00 +0000https://gpuburnout.com/posts/s4-ch4-verbatim-the-proof-is-in-the-output/Mon, 30 Mar 2026 00:00:00 +0000https://gpuburnout.com/posts/s4-ch4-verbatim-the-proof-is-in-the-output/Side-by-side verbatim outputs from the 1B and 2B models. Same prompts, same settings. The difference is everything.https://gpuburnout.com/posts/s4-ch3-dpo-finally-worked/Sun, 29 Mar 2026 00:00:00 +0000https://gpuburnout.com/posts/s4-ch3-dpo-finally-worked/In which the same technique that failed nine times on the 1B succeeds on the 2B - and the reason why is the whole point of Season 4.https://gpuburnout.com/posts/s4-ch2-192b-38b-tokens-zero-garbage/Sat, 28 Mar 2026 00:00:00 +0000https://gpuburnout.com/posts/s4-ch2-192b-38b-tokens-zero-garbage/In which a larger, cleaner model is built from the ruins of the last one - and the hypothesis from Season 3 starts looking right.https://gpuburnout.com/posts/s4-ch1-rip-gpuburnout-1b/Sun, 22 Mar 2026 00:00:00 +0000https://gpuburnout.com/posts/s4-ch1-rip-gpuburnout-1b/In which the 1B model is officially retired, the autopsy is filed, and a better model begins.