https://deutranium.github.io/tags/finetuning-series/Recent content in Finetuning-Series on Kshitijaa JaglanHugo -- gohugo.ioen-usSat, 22 Aug 2026 00:00:00 +0000https://deutranium.github.io/posts/making-llms-better-at-puzzles/Sat, 22 Aug 2026 00:00:00 +0000https://deutranium.github.io/posts/making-llms-better-at-puzzles/As someone who works in inference, I’m not a fan of how every user needs GBs and GBs of KV cache. I still remember the days when one 8GB Sandisk pen drive was the maximum I had for portable storage, and seeing how one session of Gemma 4 31B needs two such pen drives is just ….sad. Towards our unified goal of optimizing compute, I’ll now try to figure out how easy/difficult it can really be to finetune a model for a specific (set of) task.