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Show HN: Learn LLMs LeetCode Style(github.com)
172 points by Exorust a day ago | 26 comments
janalsncm a day ago | parent | next [-]

This is decent for what it is. Some of the problems are pretty open ended which has pros and cons, but that is very different from leetcode, which has very specific data and test cases.

For example, implement linear regression but the example solution uses a random number generator without a fixed seed. It’s fine, reproducibility isn’t the point, but leetcode problems are more structured.

In leetcode they usually don’t tell you exactly what data structure you must use, only that it must pass certain test cases. By analogy this might not tell you which architecture to use but require that it passes certain eval metrics.

Exorust 17 hours ago | parent [-]

I hoped that it would be a little open ended as most questions in ML in real life are open ended.

janalsncm 44 minutes ago | parent [-]

Most ML problems in real life don’t constrain you to use linear regression or a CNN either. But there will be some metric you need to optimize.

What would take this repo to the next level is to have a reproducible data generation function for each exercise as well as a reasonable metric which must be passed. I don’t see anything that requires my classification auc to be over 0.5 which would be a basic criteria of bug-free code.

gerroo a day ago | parent | prev | next [-]

Cool idea, will try. Since it seems mostly llm generated you could publish the process and prompts for transparency.

Exorust a day ago | parent [-]

I'll do that. I'll also add a disclosure that I did use Gpt to generate it.

only-one1701 a day ago | parent | prev | next [-]

> Avoid using GPT. Try to solve these problems on your own. The goal is to learn and understand PyTorch concepts deeply.

I mean...this entire project appears to be mostly GPT-generated?

mumbisChungo a day ago | parent | next [-]

One time my teacher used a computer to make a math test for me, but then told me I couldn't use my computer during the exam. I dropped out of school immediately.

only-one1701 a day ago | parent [-]

Great analogy my brother there’s minimal difference between a word processing software and an LLM

YeBanKo a day ago | parent | prev [-]

Why do you think it I GPT generated?

pj_mukh a day ago | parent | prev | next [-]

What are people's other "go try to build this thing, perfectly aligned to your noob-level" ways of learning lower-level ML Tools (PyTorch, CUDA etc.)?

cwlcwlcwlingg 6 hours ago | parent | prev | next [-]

It helps me a lot!!

oezi a day ago | parent | prev | next [-]

Is it just me or does anyone else find the red squiggly lines under Pytorch and Leet hilarious in the heading picture?

Exorust a day ago | parent [-]

Ah god damn it.

arnab_optimatik a day ago | parent | prev | next [-]

super helpful, thanks for sharing!

a day ago | parent | prev | next [-]
[deleted]
a day ago | parent | prev | next [-]
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lihaciudaniel a day ago | parent | prev | next [-]

[dead]

saltserv a day ago | parent | prev | next [-]

[dead]

thehamkercat a day ago | parent | prev | next [-]

[flagged]

cinntaile a day ago | parent [-]

Why does he have to delete it?

throwawayoldie a day ago | parent [-]

OP _did_ say "please".

NetRunnerSu a day ago | parent | prev [-]

[flagged]

raincole a day ago | parent [-]

^ This is a bot/crackpot account whose only purpose is promoting jumbled words on HN. How/where to report it?

[0]: https://news.ycombinator.com/submitted?id=NetRunnerSu

dotancohen a day ago | parent | next [-]

Reminds me of some of Xah Lee's earliest posts on the Python mailing lists. Many, myself included, thought he was a clever bot.

anonymoushn a day ago | parent | prev | next [-]

Accounts with high karma have a "flag" link in the header of comments and submissions for indicating that it may not be the right kind of content for the site. Human moderators actively monitor the site, so your comment about this user's behavior will be seen by one of them soon.

satvikpendem a day ago | parent | prev [-]

Email hn@ycombinator.com