My friend said I should stop trying to build my own AI model from scratch

He told me to just use a pre-trained one and fine-tune it for my project, which felt like cheating. I spent 3 months trying to build a simple image classifier from the ground up and got nowhere, but after using a base model from Hugging Face, I had a working prototype in a weekend. Has anyone else had to swallow their pride and use a pre-built tool to actually get something done?

3 comments

3 Comments

mark_thomas1mo ago

What's your take on that, @rowan725? Overthinking never helped anyone.

rowan7251mo ago

Yeah, I was the same way about writing my own web server from scratch. Spent weeks on it, got a shaky thing that could barely handle two users. Then I tried a basic framework and had a solid one running in an afternoon. Sometimes the smart move is to just stand on the shoulders of people who already solved the hard parts.

stella_murray1mo ago

Building everything from scratch is how you actually learn what the frameworks are doing though. My first web server project in college was a mess, but I understood sockets and request parsing way better after. If you only ever use pre-built tools, you're just learning the tool, not the real skill.