Your RTX 3090 is STILL a money printer in 2025. Copy-paste this locked Xformers + PyTorch 2.5.1 setup and never lose another day to crashes again. Full requirements.txt included.

RTX 3090 Still Crushes in 2025: The Xformers Firewall Setup (No Crashes) - Copy

November 11, 20250 min read
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About Regard: Building Freedom Through Shared Knowledge

Regard launched Real & Works after grinding through the chaos of content marketing, wearing every hat in the book—writer, WordPress coder, systems architect, graphic designer, video editor, and analytics guru. The hustle was relentless, but the burnout was inevitable. Running a one-person show while competing with studios flush with staff wasn’t just tough—it was draining every ounce of time and resources he had.

Armed with a deep background in programming and systems design, Regard decided to break the cycle. He built automated content pipelines, starting with a streamlined YouTube shorts video workflow that hums along via self-hosted setups, powered by service APIs for inference, composition, and posting. It’s lean, it’s mean, and it’s entirely under his control—no subscriptions, no middlemen, just pure, efficient creation on his own terms.

Now, Regard’s mission isn’t about landing clients—it’s about spreading knowledge to set creators free. He builds in public, sharing every step, stumble, and success, from the code to the crashes. His goal? To show that anyone with enough grit and guidance can build their own automated systems, right on their own servers, using APIs to make it happen. Follow his journey, grab the lessons from his wins and losses, and take charge of your own creative freedom.

Regard Vermeulen

About Regard: Building Freedom Through Shared Knowledge Regard launched Real & Works after grinding through the chaos of content marketing, wearing every hat in the book—writer, WordPress coder, systems architect, graphic designer, video editor, and analytics guru. The hustle was relentless, but the burnout was inevitable. Running a one-person show while competing with studios flush with staff wasn’t just tough—it was draining every ounce of time and resources he had. Armed with a deep background in programming and systems design, Regard decided to break the cycle. He built automated content pipelines, starting with a streamlined YouTube shorts video workflow that hums along via self-hosted setups, powered by service APIs for inference, composition, and posting. It’s lean, it’s mean, and it’s entirely under his control—no subscriptions, no middlemen, just pure, efficient creation on his own terms. Now, Regard’s mission isn’t about landing clients—it’s about spreading knowledge to set creators free. He builds in public, sharing every step, stumble, and success, from the code to the crashes. His goal? To show that anyone with enough grit and guidance can build their own automated systems, right on their own servers, using APIs to make it happen. Follow his journey, grab the lessons from his wins and losses, and take charge of your own creative freedom.

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