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Lemonade has evolved from a Python SDK to a packaged appliance that runs as a systemd service, supporting multiple AI models, image generation, speech-to-text, and text-to-speech across AMD, NVIDIA, and Apple hardware, emphasizing privacy and zero-marginal-cost batch processing.