import gradio as gr import requests import io import random import os from PIL import Image list_models = [ "SDXL-1.0", "SD-1.5", "OpenJourney-V4", "Anything-V4", "Disney-Pixar-Cartoon", "Pixel-Art-XL", "Dalle-3-XL", "Midjourney-V4-XL", ] def generate_txt2img(current_model, prompt, is_negative=False, image_style="None style", steps=50, cfg_scale=7, seed=None): if current_model == "SD-1.5": API_URL = "https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5" elif current_model == "SDXL-1.0": API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0" elif current_model == "OpenJourney-V4": API_URL = "https://api-inference.huggingface.co/models/prompthero/openjourney" elif current_model == "Anything-V4": API_URL = "https://api-inference.huggingface.co/models/xyn-ai/anything-v4.0" elif current_model == "Disney-Pixar-Cartoon": API_URL = "https://api-inference.huggingface.co/models/stablediffusionapi/disney-pixar-cartoon" elif current_model == "Pixel-Art-XL": API_URL = "https://api-inference.huggingface.co/models/nerijs/pixel-art-xl" elif current_model == "Dalle-3-XL": API_URL = "https://api-inference.huggingface.co/models/openskyml/dalle-3-xl" elif current_model == "Midjourney-V4-XL": API_URL = "https://api-inference.huggingface.co/models/openskyml/midjourney-v4-xl" API_TOKEN = os.environ.get("HF_READ_TOKEN") headers = {"Authorization": f"Bearer {API_TOKEN}"} if image_style == "None style": payload = { "inputs": prompt + ", 8k", "is_negative": is_negative, "steps": steps, "cfg_scale": cfg_scale, "seed": seed if seed is not None else random.randint(-1, 2147483647) } elif image_style == "Cinematic": payload = { "inputs": prompt + ", realistic, detailed, textured, skin, hair, eyes, by Alex Huguet, Mike Hill, Ian Spriggs, JaeCheol Park, Marek Denko", "is_negative": is_negative + ", abstract, cartoon, stylized", "steps": steps, "cfg_scale": cfg_scale, "seed": seed if seed is not None else random.randint(-1, 2147483647) } elif image_style == "Digital Art": payload = { "inputs": prompt + ", faded , vintage , nostalgic , by Jose Villa , Elizabeth Messina , Ryan Brenizer , Jonas Peterson , Jasmine Star", "is_negative": is_negative + ", sharp , modern , bright", "steps": steps, "cfg_scale": cfg_scale, "seed": seed if seed is not None else random.randint(-1, 2147483647) } elif image_style == "Portrait": payload = { "inputs": prompt + ", soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4), high contrast, (cinematic, teal and orange:0.85), (muted colors, dim colors, soothing tones:1.3), low saturation, (hyperdetailed:1.2), (noir:0.4), (natural skin texture, hyperrealism, soft light, sharp:1.2)", "is_negative": is_negative, "steps": steps, "cfg_scale": cfg_scale, "seed": seed if seed is not None else random.randint(-1, 2147483647) } image_bytes = requests.post(API_URL, headers=headers, json=payload).content image = Image.open(io.BytesIO(image_bytes)) return image css = """ /* General Container Styles */ .gradio-container { font-family: 'IBM Plex Sans', sans-serif; max-width: 800px !important; margin: auto; padding-top: 2rem; } /* Button Styles */ .gr-button-primary { color: #fff; background-color: #2563eb; border-color: #1d4ed8; } .gr-button-primary:hover { background-color: #1d4ed8; border-color: #1d4ed8; } /* Input Styles */ .gr-textbox { border-color: #a0aec0; padding: 9px 12px; } .gr-textbox:focus { border-color: #2563eb; box-shadow: 0 0 0 2px rgba(37,99,235,.25); } /* Output Image Styles */ #gallery img { max-width: 100%; height: auto; border-radius: 6px; box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06); } /* Advanced settings accordion styles */ .gr-accordion-header { font-weight: 500; color: #4a5568; padding: 10px 16px; } """ with gr.Interface(fn=generate_txt2img, inputs=[current_model, text_prompt, negative_prompt, image_style], outputs=image_output, css=css) as demo: favicon = '' demo.set_input_properties("current_model", label="Current Model") demo.set_input_properties("text_prompt", label="Prompt", placeholder="Enter a prompt", lines=1) demo.set_input_properties("text_button", label="Generate", button=True, primary=True) demo.launch(share=True, host='0.0.0.0', port=int(os.environ.get('PORT', 8080)))