SD3.5 achieves up to 2.3X speed and 40% less VRAM usage!
Stable Diffusion 3.5 Models Optimized for 2X Speed and 40% Less Memory
Original: Stable Diffusion 3.5 Models Optimized with TensorRT Deliver 2X Faster Performance and 40% Less Memory on NVIDIA RTX GPUs — Stability AI
Importance: 新機能が多くのユーザーに影響を与えるため。
Summary
Stability AI has optimized Stable Diffusion 3.5 (SD3.5) models with NVIDIA's TensorRT, achieving up to 2.3X faster image generation and a 40% reduction in VRAM requirements. This makes enterprise-grade image generation accessible on various NVIDIA RTX GPUs. SD3.5 excels in generating diverse styles like 3D, photography, and painting, with strong prompt adherence.
Key Points
- SD3.5 enables up to 2.3X faster generation
- 40% reduction in VRAM requirements
- Can generate diverse styles
- High prompt adherence
- Available for commercial and non-commercial use
View developer notes (APIs, breaking changes, migration)
In collaboration with NVIDIA, Stability AI optimized Stable Diffusion 3.5 (SD3.5) models using TensorRT. This optimization allows SD3.5 Large to generate images up to 2.3X faster and SD3.5 Medium 1.7X faster, reducing memory usage from 19GB to 11GB. FP8 quantization streamlines model size, enabling execution on multiple RTX 50 series systems.
Outlet: Stability AI
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