Are you a software engineer? Without doxxing yourself, do you think you could share some more info or guidance? I’ve personally been trying to integrate AI code gen into my own work, but haven’t had much success.
I’ve been able to ask ChatGPT to generate some simple but tedious code that would normally require me read through a bunch of documentation. Usually, that’s a third party library or a part of the standard library I’m not familiar with. My work is mostly Python and C++, and I’ve found that ChatGPT is terrible at C++ and more often than not generates code that doesn’t even compile. It is very good at generating Python by comparison, but unfortunately for me, that’s only like 10% of my work.
For C++, I’ve found it helpful to ask misc questions about the design of the STL or new language features while I’m studying them myself. It’s not actually generating any code, but it definitely saves me some time. It’s very useful for translating C++'s “standardese” into english, for example. It still struggles generating valid code using C++20 or newer though.
I also tried a few local models on my GPU, but haven’t had good results. I assume it’s a problem with the models I used not being optimized for code, or maybe the inference tools I tried weren’t using them right (oobabooga, kobold, and some others I don’t remember). If you have any recommendations for good coding models I can run locally on a 4090, I’d love to hear them!
I tried using a few of those AI code editors (mostly VS Code plugins) years ago, and they really sucked. I’m sure things have improved since then, so maybe that’s the way to go?
Are you a software engineer? Without doxxing yourself, do you think you could share some more info or guidance? I’ve personally been trying to integrate AI code gen into my own work, but haven’t had much success.
I’ve been able to ask ChatGPT to generate some simple but tedious code that would normally require me read through a bunch of documentation. Usually, that’s a third party library or a part of the standard library I’m not familiar with. My work is mostly Python and C++, and I’ve found that ChatGPT is terrible at C++ and more often than not generates code that doesn’t even compile. It is very good at generating Python by comparison, but unfortunately for me, that’s only like 10% of my work.
For C++, I’ve found it helpful to ask misc questions about the design of the STL or new language features while I’m studying them myself. It’s not actually generating any code, but it definitely saves me some time. It’s very useful for translating C++'s “standardese” into english, for example. It still struggles generating valid code using C++20 or newer though.
I also tried a few local models on my GPU, but haven’t had good results. I assume it’s a problem with the models I used not being optimized for code, or maybe the inference tools I tried weren’t using them right (oobabooga, kobold, and some others I don’t remember). If you have any recommendations for good coding models I can run locally on a 4090, I’d love to hear them!
I tried using a few of those AI code editors (mostly VS Code plugins) years ago, and they really sucked. I’m sure things have improved since then, so maybe that’s the way to go?