Will AI be able to write, compile, and unit test a single .c file to reproduce GPT-2 training from PyTorch code by 2026? | Manifold

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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Start date: April 9 , 2024

End date: April 9, 2026

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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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Will we fully interpret a GPT-2 level language model by 2028?

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Before 2028, will anyone train a GPT-4-level model in a minute?

Will an AI system similar to Auto-GPT make a successful attempt to kill a human by 2030?

GPT-Zero: By 2030, will anyone develop an AI with a massive GPT-like knowledge base that it taught itself?

Will it be possible to disentangle most of the features learned by a model comparable to GPT-2 this decade?

Will an AI be able to write a passable novel before 2028?

By 2030, can we convert at least 10% of an AI's weights to C code, enhancing interpretability?

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Related questions

Will we fully interpret a GPT-2 level language model by 2028?

Will $10,000 worth of AI hardware be able to train a GPT-3 equivalent model in under 1 hour, by EOY 2027?

Will AI pass the Rube Goldberg Turing test by the end of 2028?

Before 2028, will anyone train a GPT-4-level model in a minute?

Will an AI system similar to Auto-GPT make a successful attempt to kill a human by 2030?

GPT-Zero: By 2030, will anyone develop an AI with a massive GPT-like knowledge base that it taught itself?

Will it be possible to disentangle most of the features learned by a model comparable to GPT-2 this decade?

Will an AI be able to write a passable novel before 2028?

By 2030, can we convert at least 10% of an AI's weights to C code, enhancing interpretability?

Will AI pass Video Turing Test by 2030?

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