Deploy AI Apps on GPU Cloud
Ship production Stable Diffusion, Llama, and custom models without owning a single GPU
Starter project · free download
Pixel Forge GPU worker
A serverless GPU image-generation worker for RunPod: Dockerfile + handler + local test harness + drop-in template. POST a prompt, get a PNG.
Required tier: Pay-as-you-go (~$0.50/hr GPU) — no monthly minimum.
Course Lessons
Ship the whole project.
A single H100 on AWS is $4.50/hour and runs 24/7 whether you need it or not. On RunPod serverless you pay $0.00076 per second — only when a request is actually running. Most side projects come in under $15/month.
Unlock with RunPod Pay-as-you-go (~$0.50/hr GPU) →Your click sets an affiliate cookie that auto-unlocks the course. Same price, no extra cost.
Pixel Forge
Finished project preview
What You'll Build
A public web app where users type a prompt and get a 1024x1024 AI image in under 8 seconds. It runs on a serverless A100 that sleeps when nobody's using it (so you pay pennies), wakes in under 3 seconds on a cold start, and handles up to 50 concurrent users without breaking. By Lesson 5 you have a URL you can share on Twitter and not go broke.
Explore Deploy AI Apps on GPU Cloud
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