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Stable Diffusion Backstage

Client Overview

Established in 2018, Yile Technology is comprised of a professional operations team passionate about gaming, focused on development and marketing. With a commitment to innovation and excellence, they develop high-quality game apps such as "Bao Ni Fa" and "G-bao Online."

Challenge

Yile Technology's game app "Bao Ni Fa" utilizes Stable Diffusion to handle in-game asset generation. With numerous training models requiring deployment on different machines to meet various departmental design needs, they sought a flexible and unified management solution to save operational time and control machine usage costs effectively.

Solution

Going Cloud customizes the Stable Diffusion Backstage service to establish a backend system tailored to the client's needs, providing the following functionalities:

Model Management: Transcoded over 12,000 mins of fitness video and brought 140+ fitness classes online smoothly.

File Upload: Support for uploading various training data and Extra Networks.

Machine Scheduling: Support for scheduling machine power on/off daily to save costs during idle periods.

Cost Monitoring: Visualization of machine usage costs, with alerts for different departmental usage patterns, machine usage, and consumption.

Solution Architecture
Solution Architecture of Stable Diffusion Backstage
Results

With the Going Cloud Stable Diffusion Backstage service, Yile Technology efficiently manages Stable Diffusion models, enabling colleagues from different departments to share uploaded models in a unified backend. Additionally, through visual analysis of usage cost data, they gain insights into departmental usage patterns and machine utilization, effectively controlling overall costs, reducing unnecessary expenditures, and optimizing overall efficiency.

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