SD-WEBUI FORGE EPIC

Epic of Gilgamesh ancient Babylonian music

April 23rd, 2024suno

Lyrics

Stable Diffusion Web UI Forge is a platform on top of Stable Diffusion Web UI (based on Gradio) to make development easier, optimize resource management, and speed up inference. The name "Forge" is inspired from "Minecraft Forge". This project is aimed at becoming SD Web UI's Forge. Compared to original Web UI (for SDXL inference at 1024px), you can expect the below speed-ups: If you use common GPU like 8GB VRAM, you can expect to get about 30~45% speed up in inference speed (it/s), the GPU memory peak (in task manager) will drop about 700MB to 1.3GB, the maximum diffusion resolution (that will not OOM) will increase about 2x to 3x, and the maximum diffusion batch size (that will not OOM) will increase about 4x to 6x. If you use less powerful GPU like 6GB VRAM, you can expect to get about 60~75% speed up in inference speed (it/s), the GPU memory peak (in task manager) will drop about 800MB to 1.5GB, the maximum diffusion resolution (that will not OOM) will increase about 3x, and the maximum diffusion batch size (that will not OOM) will increase about 4x. If you use powerful GPU like 4090 with 24GB vram, you can expect to get about 3~6% speed up in inference speed (it/s), the GPU memory peak (in task manager) will drop about 1GB to 1.4GB, the maximum diffusion resolution (that will not OOM) will increase about 1.6x, and the maximum diffusion batch size (that will not OOM) will increase about 2x. If you use ControlNet for SDXL, the maximum ControlNet count (that will not OOM) will increase about 2x, the speed with SDXL+ControlNet will speed up about 30~45%. Another very important change that Forge brings is Unet Patcher. Using Unet Patcher, methods like Self-Attention Guidance, Kohya High Res Fix, FreeU, StyleAlign, Hypertile can all be implemented in about 100 lines of codes. Thanks to Unet Patcher, many new things are possible now and supported in Forge, including SVD, Z123, masked Ip-adapter, masked controlnet, photomaker, etc. No need to monkeypatch UNet and conflict other extensions anymore!

Recommended

Noche de Estrellas
Noche de Estrellas

salsa mexicana. [Trompete Trombón Saxofone Piano Congas Bongôs Timbales Baixo (Bajo) Guitarra Maracas]

Kinga od melody
Kinga od melody

Classical music, baroque music rock

Der Sommer von Früher
Der Sommer von Früher

kinderchor hard rock-ballade rap-elemente

Night Owl Notes
Night Owl Notes

Lofihiphop, beats,piano, relaxing,bpm70

Symfonie v Betonu
Symfonie v Betonu

violin piano drum bass czech rap

Roller Rink Rhapsody
Roller Rink Rhapsody

minimalism synth-pop, rhythmic salsa, 80s

Диско в стиле дождя.
Диско в стиле дождя.

catchy, pop, guitar, bass, heartfelt, beat, upbeat, acoustic, intense,electro, мужской голос.

Seninle Birlikte
Seninle Birlikte

neşeli akustik pop

Wishes on the Mountaintop
Wishes on the Mountaintop

piano chillstep Piano, chillstep, relaxing, deep bass, calm tempo

Irresistible
Irresistible

Pop R'n'B Soul, Sexy Sultry Female Vocals

Chromatic Rhythms
Chromatic Rhythms

electro synthwave dark cyberpunk industrial techno

Restless Spirit
Restless Spirit

rock aggressive

Core of Gravity
Core of Gravity

female vocalist,male vocalist,electronic dance music,electronic,uk garage,alternative r&b,2-step

惊悚
惊悚

nu metal, rock, hard rock, metal, heavy metal, melodic

Karon's Triumph
Karon's Triumph

psychedelia,rock,psychedelic rock,experimental,avant-garde

Starlit Drive
Starlit Drive

powerful rock psychedelic rock symphonic rock blue rock hard rock guitar solo progressive rock

Passageira paixão
Passageira paixão

romantic, acoustic, accordion, banjo, dance, male voice