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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 change_gguf_diffusion_model(model_path):
if model_path == "None":
app_settings.settings.lcm_diffusion_setting.gguf_model.diffusion_path = ""
else:
app_settings.settings.lcm_diffusion_setting.gguf_model.diffusion_path = (
model_path
)
def change_gguf_clip_model(model_path):
if model_path == "None":
app_settings.settings.lcm_diffusion_setting.gguf_model.clip_path = ""
else:
app_settings.settings.lcm_diffusion_setting.gguf_model.clip_path = model_path
def change_gguf_t5xxl_model(model_path):
if model_path == "None":
app_settings.settings.lcm_diffusion_setting.gguf_model.t5xxl_path = ""
else:
app_settings.settings.lcm_diffusion_setting.gguf_model.t5xxl_path = model_path
def change_gguf_vae_model(model_path):
if model_path == "None":
app_settings.settings.lcm_diffusion_setting.gguf_model.vae_path = ""
else:
app_settings.settings.lcm_diffusion_setting.gguf_model.vae_path = model_path
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,
)
with gr.Row():
gguf_diffusion_model_id = gr.Dropdown(
app_settings.gguf_diffusion_models,
label="GGUF diffusion model",
info="GGUF diffusion model ",
value=get_valid_model_id(
app_settings.gguf_diffusion_models,
app_settings.settings.lcm_diffusion_setting.gguf_model.diffusion_path,
),
interactive=True,
)
with gr.Row():
gguf_clip_model_id = gr.Dropdown(
app_settings.gguf_clip_models,
label="GGUF CLIP model",
info="GGUF CLIP model ",
value=get_valid_model_id(
app_settings.gguf_clip_models,
app_settings.settings.lcm_diffusion_setting.gguf_model.clip_path,
),
interactive=True,
)
gguf_t5xxl_model_id = gr.Dropdown(
app_settings.gguf_t5xxl_models,
label="GGUF T5-XXL model",
info="GGUF T5-XXL model ",
value=get_valid_model_id(
app_settings.gguf_t5xxl_models,
app_settings.settings.lcm_diffusion_setting.gguf_model.t5xxl_path,
),
interactive=True,
)
with gr.Row():
gguf_vae_model_id = gr.Dropdown(
app_settings.gguf_vae_models,
label="GGUF VAE model",
info="GGUF VAE model ",
value=get_valid_model_id(
app_settings.gguf_vae_models,
app_settings.settings.lcm_diffusion_setting.gguf_model.vae_path,
),
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,
)
gguf_diffusion_model_id.change(
change_gguf_diffusion_model,
gguf_diffusion_model_id,
)
gguf_clip_model_id.change(
change_gguf_clip_model,
gguf_clip_model_id,
)
gguf_t5xxl_model_id.change(
change_gguf_t5xxl_model,
gguf_t5xxl_model_id,
)
gguf_vae_model_id.change(
change_gguf_vae_model,
gguf_vae_model_id,
)
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