Update README.md

README.md

@@ -10,4 +10,51 @@ pipeline_tag: image-to-image
 tags:
 - controlnet
 - Controlnet
----
+---
+
+
+
+this is a debug trainning result for diffusers training script
+
+related issue https://github.com/huggingface/diffusers/issues/11181
+
+related wandb log https://wandb.ai/wuuutiiing/flux_train_controlnet/overview
+
+related script https://github.com/huggingface/diffusers/blob/main/examples/controlnet/train_controlnet_flux.py
+
+
+# test script
+```
+
+
+from diffusers import FluxControlNetModel, FluxControlNetPipeline
+import torch
+from PIL import Image
+
+validation_image = Image.open("a_control_image_like_fill50k.png").convert("RGB")
+
+control_path = "wuutiing2/flux_controlnet_training_example"
+flux_path = "black-forest-labs/FLUX.1-dev"
+
+flux_controlnet = FluxControlNetModel.from_pretrained(
+    control_path, torch_dtype=torch.bfloat16
+)
+pipeline = FluxControlNetPipeline.from_pretrained(
+    flux_path,
+    controlnet=flux_controlnet,
+    torch_dtype=torch.bfloat16,
+        )
+pipeline.to("cuda")
+
+image = pipeline(
+    prompt="aqua circle with light pink background",
+    control_image=validation_image,
+    num_inference_steps=28,
+    controlnet_conditioning_scale=1,
+    guidance_scale=3.5,
+    generator=torch.manual_seed(19),
+).images[0]
+
+image.save("output.png")
+
+```