Batch Processing vs Real-Time Inference: When to Use Each for Image Generation

Two companies use the same image generation model. One needs 100,000 product images for an e-commerce catalogue. The other runs a design platform where users expect an image within seconds. Same model. Possibly the same GPUs. Completely different infrastructure. Why? Because one company needs the im

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