File size: 5,593 Bytes
5d7514b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 |
from typing import TYPE_CHECKING, Callable
if TYPE_CHECKING:
from modules.options import OptionInfo
from enum import Enum
import gradio as gr
from backend.memory_management import total_vram
from modules.shared_items import list_samplers, list_schedulers
class PresetArch(Enum):
sd = 1
xl = 2
flux = 3
qwen = 4
lumina = 5
wan = 6
SAMPLERS = {
PresetArch.sd: "Euler a",
PresetArch.xl: "DPM++ 2M SDE",
PresetArch.flux: "Euler",
PresetArch.qwen: "LCM",
PresetArch.lumina: "Res Multistep",
PresetArch.wan: "Euler",
}
SCHEDULERS = {
PresetArch.sd: "Automatic",
PresetArch.xl: "Karras",
PresetArch.flux: "Beta",
PresetArch.qwen: "Normal",
PresetArch.lumina: "Linear Quadratic",
PresetArch.wan: "Simple",
}
WIDTH = {
PresetArch.sd: 512,
PresetArch.xl: 896,
PresetArch.flux: 896,
PresetArch.qwen: 896,
PresetArch.lumina: 1024,
PresetArch.wan: 1152,
}
HEIGHT = {
PresetArch.sd: 512,
PresetArch.xl: 1152,
PresetArch.flux: 1152,
PresetArch.qwen: 1152,
PresetArch.lumina: 1024,
PresetArch.wan: 896,
}
CFG = {
PresetArch.sd: 6.0,
PresetArch.xl: 4.0,
PresetArch.flux: 1.0,
PresetArch.qwen: 1.0,
PresetArch.lumina: 4.5,
PresetArch.wan: 1.0,
}
def register(options_templates: dict, options_section: Callable, OptionInfo: "OptionInfo"):
inference_vram = int(total_vram - (1024 if total_vram < 8200 else 2048))
for arch in PresetArch:
name = arch.name
options_templates.update(
options_section(
(None, "Forge Hidden Options"),
{
f"forge_checkpoint_{name}": OptionInfo(None),
f"forge_additional_modules_{name}": OptionInfo([]),
},
)
)
sampler, scheduler = SAMPLERS[arch], SCHEDULERS[arch]
options_templates.update(
options_section(
(f"ui_{name}", name.upper(), "presets"),
{
f"{name}_t2i_sampler": OptionInfo(sampler, "txt2img sampler", gr.Dropdown, lambda: {"choices": [x.name for x in list_samplers()]}),
f"{name}_t2i_scheduler": OptionInfo(scheduler, "txt2img scheduler", gr.Dropdown, lambda: {"choices": list_schedulers()}),
f"{name}_i2i_sampler": OptionInfo(sampler, "img2img sampler", gr.Dropdown, lambda: {"choices": [x.name for x in list_samplers()]}),
f"{name}_i2i_scheduler": OptionInfo(scheduler, "img2img scheduler", gr.Dropdown, lambda: {"choices": list_schedulers()}),
},
)
)
w, h, cfg = WIDTH[arch], HEIGHT[arch], CFG[arch]
options_templates.update(
options_section(
(f"ui_{name}", name.upper(), "presets"),
{
f"{name}_t2i_width": OptionInfo(w, "txt2img Width", gr.Slider, {"minimum": 64, "maximum": 2048, "step": 8}),
f"{name}_t2i_height": OptionInfo(h, "txt2img Height", gr.Slider, {"minimum": 64, "maximum": 2048, "step": 8}),
f"{name}_t2i_cfg": OptionInfo(cfg, "txt2img CFG", gr.Slider, {"minimum": 1, "maximum": 30, "step": 0.1}),
f"{name}_t2i_hr_cfg": OptionInfo(cfg, "txt2img Hires. CFG", gr.Slider, {"minimum": 1, "maximum": 30, "step": 0.1}),
f"{name}_i2i_width": OptionInfo(w, "img2img Width", gr.Slider, {"minimum": 64, "maximum": 2048, "step": 8}),
f"{name}_i2i_height": OptionInfo(h, "img2img Height", gr.Slider, {"minimum": 64, "maximum": 2048, "step": 8}),
f"{name}_i2i_cfg": OptionInfo(cfg, "img2img CFG", gr.Slider, {"minimum": 1, "maximum": 30, "step": 0.1}),
f"{name}_gpu_mb": OptionInfo(inference_vram, "GPU Weights (MB)", gr.Slider, {"visible": (arch is not PresetArch.sd), "minimum": 0, "maximum": total_vram, "step": 1}),
},
)
)
options_templates.update(
options_section(
("ui_flux", "FLUX", "presets"),
{
"flux_t2i_d_cfg": OptionInfo(3.0, "txt2img Distilled CFG", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"flux_t2i_hr_d_cfg": OptionInfo(3.0, "txt2img Distilled Hires. CFG", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"flux_i2i_d_cfg": OptionInfo(3.0, "img2img Distilled CFG", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
},
)
)
options_templates.update(
options_section(
("ui_lumina", "LUMINA", "presets"),
{
"lumina_t2i_d_cfg": OptionInfo(6.0, "txt2img Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"lumina_t2i_hr_d_cfg": OptionInfo(6.0, "txt2img Hires. Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"lumina_i2i_d_cfg": OptionInfo(6.0, "img2img Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
},
)
)
options_templates.update(
options_section(
("ui_wan", "WAN", "presets"),
{
"wan_t2i_d_cfg": OptionInfo(8.0, "txt2img Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"wan_t2i_hr_d_cfg": OptionInfo(8.0, "txt2img Hires. Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
"wan_i2i_d_cfg": OptionInfo(8.0, "img2img Shift", gr.Slider, {"minimum": 1, "maximum": 10, "step": 0.1}),
},
)
)
|