Will AI be able to write, compile, and unit test a single .c file to reproduce GPT-2 training from PyTorch code by 2026?
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2026
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Start date: April 9 , 2024

End date: April 9, 2026

Market with a shorter timeline:

inspired from this tweet by Andrej Karpathy:

Btw writing the llm.c training code would imo be a very interesting, impressive, self-contained and very meta challenge for LLM agents.

The prompt is: Take the PyTorch code train_gpt2.py And write, compile and unit test a single .c file that reproduces the training: train_gpt2.c

The current models are not there, but we can check back in a year or two or so. If that worked...

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Resolves no unless someone produces an example yes case

bought Ṁ30 YES

https://x.com/max_paperclips/status/1891782438311141799

@MalachiteEagle

> It straight up one-shotted it
> idk if the implementation is correct

Many such cases

very nice market

Wouldn't the training data now be 'contaminated' by Andrej's Github repo, making it impossible to judge this accurately?

@nsokolsky not really, if it can do it, it can do it.

reposted

Inspired from andrej karpathy's tweet

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