Flux Lora Manhawa Style

🚀 flux-lora-manhawa

This project is a LoRA model for generating manhawa-style images. It can generate high - quality text - to - image and image - to - image outputs.

🚀 Quick Start

Trigger words

Please use in s456-style; to trigger the image generation in manhawa style.

Inference

import torch
from diffusers import DiffusionPipeline

model_id = 'black-forest-labs/FLUX.1-dev'
adapter_id = 'Rachit22/simpletuner-flux-manhawa'
pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.bfloat16) # loading directly in bf16
pipeline.load_lora_weights(adapter_id)

prompt = "in s456-style; a powerful male hunter with grey armor and glowing bluee eyes, shadow summons rising behind him, in a dark dungeon filled with broken statues, high detail"


## Optional: quantise the model to save on vram.
## Note: The model was quantised during training, and so it is recommended to do the same during inference time.
from optimum.quanto import quantize, freeze, qint8
quantize(pipeline.transformer, weights=qint8)
freeze(pipeline.transformer)
    
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu') # the pipeline is already in its target precision level
model_output = pipeline(
    prompt=prompt,
    num_inference_steps=20,
    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(42),
    width=1024,
    height=1024,
    guidance_scale=3.0,
).images[0]

model_output.save("output.png", format="PNG")

✨ Features

• Multiple Generation Modes: Supports text - to - image and image - to - image generation.
• Manhawa Style: Can generate images in a unique manhawa style.

📚 Documentation

Blog

Check out our blog post on Medium

📄 License

The license for this project is other.

Co - Author: Riya Ranjan