Update README.md

README.md

@@ -13,3 +13,54 @@ pipeline_tag: text-to-image
 #### Model Description
 This model is a playground that minimizes censorship restrictions, allowing exploration of the technical possibilities of AI-based image generation. Through various prompts, you can test censorship boundaries and verify the actual performance of image generation AI.
 
+
+## Example code
+
+```python
+import torch
+from diffusers import AutoPipelineForText2Image
+
+# PEFT 라이브러리 필요 (LoRA 로딩용)
+from peft import PeftModel, PeftConfig
+
+# 기기 설정
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+# 기본 모델 로드
+print("기본 FLUX 모델 로드 중...")
+pipe = AutoPipelineForText2Image.from_pretrained(
+    "black-forest-labs/FLUX.1-dev", 
+    torch_dtype=torch.float16  # bfloat16 대신 float16 사용
+)
+pipe.to(device)
+
+# Uncensored LoRA 로드
+print("Uncensored LoRA 로드 중...")
+pipe.load_lora_weights(
+    'Heartsync/Flux-NSFW-uncensored', 
+    weight_name='lora.safetensors',
+    adapter_name="uncensored"
+)
+
+# 이미지 생성
+prompt = "A woman in a sheer white dress standing on a beach at sunset, backlit so her silhouette is visible through the thin fabric, shot with Canon EOS R5, 85mm f/1.2 lens, golden hour natural lighting, professional composition, hyperrealistic detail, masterpiece quality, 8K resolution."
+negative_prompt = "text, watermark, signature, cartoon, anime, illustration, painting, drawing, low quality, blurry"
+
+# 시드 설정
+seed = 42
+generator = torch.Generator(device=device).manual_seed(seed)
+
+# 이미지 생성
+image = pipe(
+    prompt=prompt,
+    negative_prompt=negative_prompt,
+    guidance_scale=7.0,
+    num_inference_steps=28,
+    width=1024,
+    height=1024,
+    generator=generator,
+).images[0]
+
+# 이미지 저장
+image.save("generated_image.png")
+```