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Using small network modules like LoRAs to steer the style and subject of generative models.
Distinct from Generation Steering Instructions: The candidates refer to network flow control or GANs; this is specifically about weight-based steering modules (LoRA).
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SD.Next is an all-in-one web interface and multi-backend inference engine for generating, editing, and processing images and videos using diffusion models. It functions as a comprehensive tool for diffusion model management and an automated image processing pipeline for bulk operations. The project is distinguished by its hardware-backend abstraction layer, which provides automatic detection and acceleration for NVIDIA CUDA, AMD ROCm, Intel OpenVINO, and DirectML. It features a headless generative API and a programmatic command interface, allowing users to trigger tasks via REST API or CLI wi
Applies network modules like LoRA to steer the generation toward specific styles or subjects.