metadata
license: mit
base_model: runwayml/stable-diffusion-v1-5
tags:
- stable-diffusion
- text-to-image
- diffusers
- lora
- style
- art
LoRA for Style: Abstract_Expressionism
A LoRA fine-tuned to generate images in the Abstract Expressionism style. Use the trigger phrase in abstract expressionism style in your prompts.
This LoRA was trained on the WikiArt dataset for 1000 steps.
How to Use
This LoRA is designed to be used with the diffusers library.
import torch
from diffusers import StableDiffusionPipeline
from peft import PeftModel
# --- 1. Load the base model ---
base_model_id = "runwayml/stable-diffusion-v1-5"
pipe = StableDiffusionPipeline.from_pretrained(base_model_id, torch_dtype=torch.float16).to("cuda")
# --- 2. Load the LoRA adapter ---
repo_id = "aanchal77/Final-One"
lora_path_in_repo = "styles/Abstract_Expressionism"
pipe.unet = PeftModel.from_pretrained(pipe.unet, repo_id, subfolder=lora_path_in_repo)
# --- 3. Generate an image ---
prompt = f"A futuristic cityscape in abstract expressionism style"
image = pipe(prompt, num_inference_steps=20, guidance_scale=7.5).images[0]
image.save("generated_image.png")