add readme

README.md

@@ -15,7 +15,7 @@ license: apache-2.0
 
 <a href='https://csgo-gen.github.io/'><img src='https://img.shields.io/badge/Project-Page-green'></a>
 <a href='https://arxiv.org/abs/2408.16766'><img src='https://img.shields.io/badge/Technique-Report-red'></a>
-[![Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Space-red)](https://huggingface.co/spaces/InstantX/CSGO)
+[![Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Models-blue)](https://huggingface.co/spaces/InstantX/CSGO)
 
 
 </div>
@@ -106,6 +106,12 @@ git clone https://huggingface.co/InstanX/CSGO CSGO
 ```
 Our method is fully compatible with [SDXL](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0), [VAE](https://huggingface.co/madebyollin/sdxl-vae-fp16-fix), [ControlNet](https://huggingface.co/TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic), and [Image Encoder](https://huggingface.co/h94/IP-Adapter/tree/main/sdxl_models/image_encoder).
 Please download them and place them in the ./base_models folder.
+
+tips:If you expect to load Controlnet directly using ControlNetPipeline as in CSGO, do the following:
+```bash
+git clone https://huggingface.co/TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic
+mv TTPLanet_SDXL_Controlnet_Tile_Realistic/TTPLANET_Controlnet_Tile_realistic_v2_fp16.safetensors TTPLanet_SDXL_Controlnet_Tile_Realistic/diffusion_pytorch_model.safetensors
+```
 ### 3. Inference 🚀
 
 ```python