Why I Stopped Self-Hosting AI Models (And You Probably Should Too)

Описание и применение

<p>I spent three months and roughly $500 on GPU rental bills trying to run my own LLMs. It started with a noble goal: privacy, control, no rate limits. It ended with me staring at a <code>CUDA out of memory</code> error at 2 AM, wondering why I ever thought this was a good idea.</p> <p>Here's the thing nobody tells you when you first get into open-source AI: self-hosting is a hobby, not an infrastructure decision. And for 99% of developers building actual products, it's a money pit disguised as freedom.</p> <h2> The romantic idea vs. the reality </h2> <p>When I first saw projects like <code>ll

Задача

<p>I spent three months and roughly $500 on GPU rental bills trying to run my own LLMs. It started with a noble goal: privacy, control, no rate limits. It ended with me staring at a <code>CUDA out of memory</code> error at 2 AM, wondering why I ever thought this was a good idea.</p> <p>Here's the thing nobody tells you when you first get into open-source AI: self-hosting is a hobby, not an infrastructure decision. And for 99% of developers building actual products, it's a money pit disguised as freedom.</p> <h2> The romantic idea vs. the reality </h2> <p>When I first saw projects like <code>ll

Результат

<p>I spent three months and roughly $500 on GPU rental bills trying to run my own LLMs. It started with a noble goal: privacy, control, no rate limits. It ended with me staring at a <code>CUDA out of memory</code> error at 2 AM, wondering why I ever thought this was a good idea.</p> <p>Here's the thing nobody tells you when you first get into open-source AI: self-hosting is a hobby, not an infrastructure decision. And for 99% of developers building actual products, it's a money pit disguised as freedom.</p> <h2> The romantic idea vs. the reality </h2> <p>When I first saw projects like <code>ll

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Why I Stopped Self-Hosting AI Models (And You Probably Should Too)

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