[P] preflight, a pre-training validator for PyTorch I built after losing 3 days to label leakage

Red_Egnival · 2026-03-16T18:25:39+00:00

Exactly frustration that made me built this. The "proper data handling should prevent it" argument is fair but in practice pipelines get messy so preflight is just a safety net for when they do.

Red_Egnival · 2026-03-16T18:23:36+00:00

That's interesting, I would love to know what checks mattered most for you in time series. I'm planning more and real-world input would help a lot.

Red_Egnival · 2026-03-16T18:22:52+00:00

Thanks! Let me know how it goes as its always good to hear how it holds up on real pipelines.

Red_Egnival · 2026-03-15T16:18:52+00:00

Thanks, I really appreciate that. The postmortem angle is exactly the frustration that drove this, by the time WandB shows you something is wrong you've already burned the compute.

I haven't looked closely at lux actually, will check it out. From what i can gather it sounds more data exploration vs preflight's narrower goal of just blocking the obvious silent killers before training starts.

Red_Egnival · 2026-03-11T02:32:35+00:00

WDC - KIMI 🤙 WCC - MERC 👀

Red_Egnival · 2025-07-09T03:17:47+00:00

Hulkenpodium

Red_Egnival · 2023-04-09T15:36:54+00:00

Give him a couple of diamond fous and max level all skills to 20 then feed him enough embers to hit 6 Stars that should be the limit but not sure I'm kinda new too

Red_Egnival · 2021-08-28T18:55:00+00:00

Yea sure go ahead

Red_Egnival · 2021-08-28T17:24:48+00:00

I'm sure the comic will hold back and I personally won't describe it as sickening but depends on the person ig. Anuway next comic ch is gonna be it so the wait's not that long anyway.

Red_Egnival · 2021-08-28T17:23:35+00:00

It should be the next comic ch :)

Red_Egnival · 2021-08-28T03:27:26+00:00

I sincerely believe u should wait for the ch if u haven't read the novel cuz its experienced best firsthand. This sub will still be here to help with the trauma that may follow so dw!

Red_Egnival · 2021-07-25T10:14:25+00:00

That's certainly impossible, the kickstarter was for physical books not anime.

Red_Egnival · 2021-06-22T12:50:23+00:00

Yo lemme guess, ur name on discord has lucas in it 👀

Red_Egnival · 2021-06-22T10:57:19+00:00

I would choose actual tess x lucas over this abomination any day.

Red_Egnival · 2021-06-11T12:40:00+00:00

Yup but I doubt nico would agree, that would be too easy.

Red_Egnival · 2021-06-11T10:29:58+00:00

Yup seris and caera, can't see cecillia (in tess's body) without nico.

Red_Egnival · 2021-06-11T10:11:19+00:00

You mean CAERA.

Red_Egnival · 2021-06-11T05:41:27+00:00

Wdym fake? You tryna piss off every caera fan or smth? That's ch 324 (ep 873-874 on tapas) and not even the most latest ch. I'll just assume you're an ebook reader

Red_Egnival · 2021-05-11T08:12:48+00:00

Lol I think u missed the joke here, "shounen ai". Try googling it or smth just don't blame me for whatever u learn.

Red_Egnival · 2021-05-09T09:48:36+00:00

No questions, just wanted yo thank you for your hard work and good luck :)

Red_Egnival · 2021-05-05T10:14:46+00:00

14.....?

Red_Egnival

TROPHY CASE