fastsdcpu / frontend /webui /models_ui.py
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from app_settings import AppSettings
from typing import Any
import gradio as gr
from constants import LCM_DEFAULT_MODEL, LCM_DEFAULT_MODEL_OPENVINO
from state import get_settings
from frontend.utils import get_valid_model_id
app_settings = get_settings()
app_settings.settings.lcm_diffusion_setting.openvino_lcm_model_id = get_valid_model_id(
app_settings.openvino_lcm_models,
app_settings.settings.lcm_diffusion_setting.openvino_lcm_model_id,
)
def change_lcm_model_id(model_id):
app_settings.settings.lcm_diffusion_setting.lcm_model_id = model_id
def change_lcm_lora_model_id(model_id):
app_settings.settings.lcm_diffusion_setting.lcm_lora.lcm_lora_id = model_id
def change_lcm_lora_base_model_id(model_id):
app_settings.settings.lcm_diffusion_setting.lcm_lora.base_model_id = model_id
def change_openvino_lcm_model_id(model_id):
app_settings.settings.lcm_diffusion_setting.openvino_lcm_model_id = model_id
def get_models_ui() -> None:
with gr.Blocks():
with gr.Row():
lcm_model_id = gr.Dropdown(
app_settings.lcm_models,
label="LCM model",
info="Diffusers LCM model ID",
value=get_valid_model_id(
app_settings.lcm_models,
app_settings.settings.lcm_diffusion_setting.lcm_model_id,
LCM_DEFAULT_MODEL,
),
interactive=True,
)
with gr.Row():
lcm_lora_model_id = gr.Dropdown(
app_settings.lcm_lora_models,
label="LCM LoRA model",
info="Diffusers LCM LoRA model ID",
value=get_valid_model_id(
app_settings.lcm_lora_models,
app_settings.settings.lcm_diffusion_setting.lcm_lora.lcm_lora_id,
),
interactive=True,
)
lcm_lora_base_model_id = gr.Dropdown(
app_settings.stable_diffsuion_models,
label="LCM LoRA base model",
info="Diffusers LCM LoRA base model ID",
value=get_valid_model_id(
app_settings.stable_diffsuion_models,
app_settings.settings.lcm_diffusion_setting.lcm_lora.base_model_id,
),
interactive=True,
)
with gr.Row():
lcm_openvino_model_id = gr.Dropdown(
app_settings.openvino_lcm_models,
label="LCM OpenVINO model",
info="OpenVINO LCM-LoRA fused model ID",
value=get_valid_model_id(
app_settings.openvino_lcm_models,
app_settings.settings.lcm_diffusion_setting.openvino_lcm_model_id,
),
interactive=True,
)
lcm_model_id.change(change_lcm_model_id, lcm_model_id)
lcm_lora_model_id.change(change_lcm_lora_model_id, lcm_lora_model_id)
lcm_lora_base_model_id.change(
change_lcm_lora_base_model_id, lcm_lora_base_model_id
)
lcm_openvino_model_id.change(
change_openvino_lcm_model_id, lcm_openvino_model_id
)