Prompts Image Image gen

FIBO 2.0 Edit Turbo Text-to-Image Guide

Prompt Edit here before copy/try — source content is unchanged

import json, torch
from diffusers import BriaFibo2Pipeline

# Load the model
pipe = BriaFibo2Pipeline.from_pretrained("briaai/Fibo-2.0-edit-turbo", torch_dtype=torch.bfloat16)
pipe.to("cuda")

# Generate detailed scene description in JSON format
idea = "a woman in a cream cable-knit sweater on a misty lake pier at dawn, holding a steaming enamel mug"

# Use system prompt and user input to generate JSON description
system = open("system_prompt.txt").read().replace("{style_preset_block}", "").replace("{llm_input_schema}", open("generate.txt").read())
user = f"Generate a detailed JSON object, adhering to the expected schema, for an imagined scene based on the following request: {idea}."
messages = [{"role": "system", "content": system}, {"role": "user", "content": user}]
text = pipe.processor.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = pipe.processor(text=[text], return_tensors="pt").to(pipe.device)
out = pipe.text_encoder.generate(**inputs, max_new_tokens=2048, do_sample=False)
caption = json.loads(out[0][len(text):])

# Generate image using the generated JSON description
image = pipe(prompt=json.dumps(caption), num_inference_steps=4, guidance_scale=1.0, width=1024, height=1024, generator=torch.Generator().manual_seed(4242)).images[0]
image.save("fibo2_turbo_t2i.png")

Prepare your materials

Generate a preview after filling the fields. Materials are processed only in this page. Matching placeholders are replaced; other fields are appended at the end. Check that they agree with the original text.

idea system_prompt generate.txt

Uses the text above; some sites may auto-send

Usage & requirements

Provide detailed scene description to generate high-quality images

Tools: diffusers comfyui mlx
Variables: idea system_prompt generate.txt
Source: r/StableDiffusion ↗

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