We Built a Serverless GPU Platform with Fast Cold Starts

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We built a Serverless GPU platform with low cold starts that is perfect for running your custom ML models (LLMs, image generation etc.).We started with our own pain. We were running a generative AI startup and needed to run a Stable Diffusion pipeline with custom LoRA. We found that running a custom model on a cloud GPU means either a steep fixed cost (using traditional cloud providers) or extreme cold starts of several minutes (using serverless GPU providers).We looked at successful non-GPU providers and came up with a hypothesis that still holds true today: we don't need to support custom Docker images, we can create just one environment that will run any model.Of course, that alone did no

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Website: dat1.co