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import gradio as gr
import numpy as np
import config
from feifeilib.feifeichat import feifeichat
from feifeilib.feifeitexttoimg import feifeitexttoimg
from feifeilib.feifeiflorence import feifeiflorence
from feifeilib.feifeifluxapi import feifeifluxapi
from feifeilib.feifeiflorencebase import process_image
MAX_SEED = np.iinfo(np.int32).max
MAX_IMAGE_SIZE = 2048
css = """
#col-container {
width: auto;
height: 998px;
}
"""
def create_ui():
with gr.Blocks(css=css) as FeiFei:
with gr.Row():
with gr.Column(scale=3):
with gr.Tab("FeiFei"):
with gr.Row():
with gr.Column(scale=1):
prompt = gr.Text(
label="Prompt",
show_label=False,
placeholder="Enter your prompt",
value="real girl in real life, ",
max_lines=12,
container=False,
)
feifei_button = gr.Button("FeiFei")
quality_select = gr.Checkbox(label="high quality")
sharpened_select = gr.Checkbox(label="Sharpened")
FooocusExpansion_select = gr.Checkbox(
label="Expansion", value=True)
styles_name = [
style["name"] for style in config.style_list
]
styles_Radio = gr.Dropdown(styles_name,
label="Styles",
multiselect=False,
value="Photographic")
nsfw_select = gr.Checkbox(label="NSFW")
nsfw_slider = gr.Slider(
label="NSFW",
minimum=0,
maximum=2,
step=0.05,
value=0.45,
)
out_prompt = gr.Text(
label="Prompt",
show_label=False,
max_lines=12,
placeholder="this photo prompt",
value="",
container=False,
)
with gr.Accordion("More",open=False):
seed = gr.Slider(
label="Seed",
minimum=0,
maximum=MAX_SEED,
step=1,
value=0,
)
randomize_seed = gr.Checkbox(label="Randomize seed",
value=True)
width = gr.Slider(
label="Width",
minimum=512,
maximum=MAX_IMAGE_SIZE,
step=64,
value=1088,
)
height = gr.Slider(
label="Height",
minimum=512,
maximum=MAX_IMAGE_SIZE,
step=64,
value=1920,
)
num_inference_steps = gr.Slider(
label="Number of inference steps",
minimum=1,
maximum=50,
step=1,
value=4,
)
guidancescale = gr.Slider(
label="Guidance scale",
minimum=0,
maximum=10,
step=0.1,
value=3.5,
)
num_strength = gr.Slider(
label="strength",
minimum=0,
maximum=2,
step=0.001,
value=0.035,
)
num_feifei = gr.Slider(
label="FeiFei",
minimum=0,
maximum=2,
step=0.05,
value=0.45,
)
with gr.Column(scale=2):
result = gr.Image(label="Result",
show_label=False,
interactive=False,
height=940)
with gr.Tab("GenPrompt"):
input_img = gr.Image(label="Input Picture",
show_label=False,
height=320,
type="filepath")
florence_btn = gr.Button(value="GenPrompt")
output_text = gr.Textbox(label="Output Text",
show_label=False,
container=False)
with gr.Tab(label="Florence-2"):
with gr.Row():
florence_input_img = gr.Image(label="Input Picture",height=320,type="filepath")
with gr.Row():
florence_submit_btn = gr.Button(value="GenPrompt")
with gr.Row():
florence_output_text = gr.Textbox(label="Flux Prompt",
show_label=False,
container=False)
with gr.Column(scale=1, elem_id="col-container"):
gr.ChatInterface(
feifeichat,
type="messages",
multimodal=True,
additional_inputs=[
gr.Checkbox(label="Feifei", value=True),
gr.Dropdown(
["meta-llama/Llama-3.3-70B-Instruct",
"CohereForAI/c4ai-command-r-plus-08-2024",
"Qwen/Qwen2.5-72B-Instruct",
"nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",
"NousResearch/Hermes-3-Llama-3.1-8B",
"mistralai/Mistral-Nemo-Instruct-2411",
"microsoft/Phi-3.5-mini-instruct"],
value="mistralai/Mistral-Nemo-Instruct-2411",
show_label=False,
container=False),
gr.Radio(
["pixtral", "Vsiion"],
value="pixtral",
show_label=False,
container=False)
],
)
feifei_button.click(
fn=feifeitexttoimg, # Function to run for this button
inputs=[
prompt,
quality_select,
sharpened_select,
styles_Radio,
FooocusExpansion_select,
nsfw_select,
nsfw_slider,
seed,
randomize_seed,
width,
height,
num_inference_steps,
guidancescale,
num_strength,
num_feifei,
],
outputs=[result, out_prompt],
)
florence_btn.click(
fn=feifeiflorence, # Function to run when the button is clicked
inputs=[input_img], # Input components for the function
outputs=[output_text], # Output component for the function
)
florence_submit_btn.click(process_image, [florence_input_img], [florence_output_text])
return FeiFei
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