[underlines]

I hand curate github.com/underlines/awesome-ml so I read a ton about latest trends in this space. when I started to read the article, I felt a lot of information was weirdly familiar and almost outdated.

the space is moving fast after all. they just seem to be explaining QLoRA fine tuning, (yes great achievement and all the folks involved are heroes) but reading a trending article on HN - it felt off.

turns out I was too dumb to check the date: 2024 and the title is mixing up quantized adapter fine tuning with base model training. thanks lol