diff --git a/README.md b/README.md
index 751855d..c274892 100644
--- a/README.md
+++ b/README.md
@@ -19,8 +19,48 @@ Bo Dai
[](https://openxlab.org.cn/apps/detail/Masbfca/AnimateDiff)
[](https://huggingface.co/spaces/guoyww/AnimateDiff)
+
## Features
-- **[2023/09/10]** New Motion Module release ! `mm_sd_v15_v2.ckpt` was trained on larger resolution & batch size, and gains noticabe quality improvements.Check it out at [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI?usp=sharing) / [HuggingFace](https://huggingface.co/guoyww/animatediff) and use it with `configs/inference/inference-v2.yaml`. Example:
+- **[2023/09/25]** Release **MotionLoRA** and its model zoo, **enabling camera movement controls**! Please download the MotionLoRA models (**74 MB per model**, available at [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI?usp=sharing) / [HuggingFace](https://huggingface.co/guoyww/animatediff) / [CivitAI](https://civitai.com/models/108836/animatediff-motion-modules) ) and save them to the `models/MotionLoRA` folder. Example:
+ ```
+ python -m scripts.animate --config configs/prompts/v2/5-RealisticVision-MotionLoRA.yaml
+ ```
+
+
+ | Zoom In |
+ Zoom Out |
+ Zoom Pan Left |
+ Zoom Pan Right |
+
+
+  |
+  |
+  |
+  |
+  |
+  |
+  |
+  |
+
+
+ | Pan Up |
+ Pan Down |
+ Rolling Anti-Clockwise |
+ Rolling Clockwise |
+
+
+  |
+  |
+  |
+  |
+  |
+  |
+  |
+  |
+
+
+
+- **[2023/09/10]** New Motion Module release! `mm_sd_v15_v2.ckpt` was trained on larger resolution & batch size, and gains noticeable quality improvements. Check it out at [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI?usp=sharing) / [HuggingFace](https://huggingface.co/guoyww/animatediff) / [CivitAI](https://civitai.com/models/108836/animatediff-motion-modules) and use it with `configs/inference/inference-v2.yaml`. Example:
```
python -m scripts.animate --config configs/prompts/v2/5-RealisticVision.yaml
```
@@ -41,6 +81,35 @@ Bo Dai
- User Interface: [Gradio](#gradio-demo), A1111 WebUI Extension [sd-webui-animatediff](https://github.com/continue-revolution/sd-webui-animatediff) (by [@continue-revolution](https://github.com/continue-revolution))
- Google Colab: [Colab](https://colab.research.google.com/github/camenduru/AnimateDiff-colab/blob/main/AnimateDiff_colab.ipynb) (by [@camenduru](https://github.com/camenduru))
+
+## Model Zoo
+
+Motion Modules
+
+ | Name | Parameter | Storage Space |
+ |----------------------|-----------|---------------|
+ | mm_sd_v14.ckpt | 417 M | 1.6 GB |
+ | mm_sd_v15.ckpt | 417 M | 1.6 GB |
+ | mm_sd_v15_v2.ckpt | 453 M | 1.7 GB |
+
+
+
+
+MotionLoRAs
+
+ | Name | Parameter | Storage Space |
+ |--------------------------------------|-----------|---------------|
+ | v2_lora_ZoomIn.ckpt | 19 M | 74 MB |
+ | v2_lora_ZoomOut.ckpt | 19 M | 74 MB |
+ | v2_lora_PanLeft.ckpt | 19 M | 74 MB |
+ | v2_lora_PanRight.ckpt | 19 M | 74 MB |
+ | v2_lora_PanUp.ckpt | 19 M | 74 MB |
+ | v2_lora_PanDown.ckpt | 19 M | 74 MB |
+ | v2_lora_RollingClockwise.ckpt | 19 M | 74 MB |
+ | v2_lora_RollingAnticlockwise.ckpt | 19 M | 74 MB |
+
+
+
## Common Issues
Installation
@@ -103,7 +172,7 @@ git clone https://huggingface.co/runwayml/stable-diffusion-v1-5 models/StableDif
bash download_bashscripts/0-MotionModule.sh
```
-You may also directly download the motion module checkpoints from [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI?usp=sharing) / [HuggingFace](https://huggingface.co/guoyww/animatediff) / [CivitAI](https://civitai.com/models/108836), then put them in `models/Motion_Module/` folder.
+You may also directly download the motion module checkpoints from [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI?usp=sharing) / [HuggingFace](https://huggingface.co/guoyww/animatediff) / [CivitAI](https://civitai.com/models/108836/animatediff-motion-modules), then put them in `models/Motion_Module/` folder.
### Prepare Personalize T2I
Here we provide inference configs for 6 demo T2I on CivitAI.