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import gradio as gr
from transformers import pipeline
text_generator = pipeline(model="ai-forever/Kandinsky_2.1", task="text2img")
def generate_text(prompt, quality="High (Default)"):
length_dict = {"Low": 50, "High (Default)": 100, "High": 175}
length = length_dict[quality]
return text_generator(prompt, h=768, w=768, num_steps=legnth, batch_size=1, sampler='p_sampler', prior_steps="5", prior_cf_scale=4,)[0]
iface = gr.Interface(
fn=generate_text,
inputs=["textbox", gr.inputs.Dropdown(["Low", "Medium (Default)", "High"], label="Quality")],
outputs=gr.outputs.Image(label="Generated image:")
)
iface.launch() |