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@@ -5,20 +5,34 @@
## How to Use
1. Clone this repo into `custom_nodes` folder.
-2. Download motion modules from [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI) | [HuggingFace](https://huggingface.co/guoyww/animatediff) | [CivitAI](https://civitai.com/models/108836) | [Baidu NetDisk](https://pan.baidu.com/s/18ZpcSM6poBqxWNHtnyMcxg?pwd=et8y). You only need to download one of `mm_sd_v14.ckpt` | `mm_sd_v15.ckpt`. Put the model weights under `comfyui-animatediff/models/`. DO NOT change model filename.
+2. Download motion modules and put them under `comfyui-animatediff/models/`.
+ * Original modules: [Google Drive](https://drive.google.com/drive/folders/1EqLC65eR1-W-sGD0Im7fkED6c8GkiNFI) | [HuggingFace](https://huggingface.co/guoyww/animatediff) | [CivitAI](https://civitai.com/models/108836) | [Baidu NetDisk](https://pan.baidu.com/s/18ZpcSM6poBqxWNHtnyMcxg?pwd=et8y)
+ * Community modules: [manshoety/AD_Stabilized_Motion](https://huggingface.co/manshoety/AD_Stabilized_Motion) | [CiaraRowles/TemporalDiff](https://huggingface.co/CiaraRowles/TemporalDiff)
+ * AnimateDiff v2 [mm_sd_v15_v2.ckpt](https://huggingface.co/guoyww/animatediff/blob/main/mm_sd_v15_v2.ckpt)
-#### Update 2023/09/15
+## Nodes
-- You can now use community models from [manshoety/AD_Stabilized_Motion](https://huggingface.co/manshoety/AD_Stabilized_Motion) or [CiaraRowles/TemporalDiff](https://huggingface.co/CiaraRowles/TemporalDiff)
-- Supports AnimateDiff v2 [mm_sd_v15_v2.ckpt](https://huggingface.co/guoyww/animatediff/blob/main/mm_sd_v15_v2.ckpt) model
-- Fix image is grayed out.
-- New node: **AnimateDiffSampler** and **AnimateDiffLoader**
- - Mostly the same with `KSampler`
- - Use `AnimateDiffLoader` to load the motion module
- - `inject_method`: should left default. See [this issue](https://github.com/ArtVentureX/comfyui-animatediff#gif-has-wartermark-after-update-to-the-latest-version) for more details.
- - `frame_number`: animation length
+#### AnimateDiffLoader
-
+
+
+#### AnimateDiffSampler
+- Mostly the same with `KSampler`
+- Use `AnimateDiffLoader` to load the motion module
+- `inject_method`: should left default
+- `frame_number`: animation length
+- `latent_image`: You can pass an `EmptyLatentImage`
+
+
+
+#### AnimateDiffCombine
+- Combine GIF frames and produce the GIF image
+- `frame_rate`: number of frame per second
+- `loop_count`: use 0 for infinite loop
+- `save_image`: should GIF be saved to disk
+- `format`: supports `image/gif`, `image/webp` (better compression) or `video/webm` (need `ffmpeg` installed and available in PATH)
+
+
#### Example Workflow
@@ -39,39 +53,14 @@ Workflow file: https://github.com/ArtVentureX/comfyui-animatediff/blob/main/work
-See: https://github.com/continue-revolution/sd-webui-animatediff/issues/38
-
-Main reasons:
-
-- Promt are too long (more than 75 tokens)
-- Resolution are too high
-- Number of frame too high
-
Work around:
- Shorter your prompt and negative prompt
- Reduce resolution. AnimateDiff is trained on 512x512 images so it works best with 512x512 output.
-- Shouldn't generate longer than 16 frames. AnimateDiff is trained to output the best results with 16 frames.
+- Disable xformers with `--disable-xformers`
-### GIF has Wartermark after update to the latest version
+### GIF has Wartermark (especially when using mm_sd_v15)
See: https://github.com/continue-revolution/sd-webui-animatediff/issues/31
-As mentioned in the issue thread, it seems to be due to the training dataset. The new version is the correct implementation and produces smoother GIFs compared to the older version.
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-I played around with both version and found that the watermark only present in some models, not always. To use the **old (legacy)** method, change `injection_method` to `legacy` in the `AnimateDiffSampler` node.
+Training data used by the authors of the AnimateDiff paper contained Shutterstock watermarks. Since mm_sd_v15 was finetuned on finer, less drastic movement, the motion module attempts to replicate the transparency of that watermark and does not get blurred away like mm_sd_v14. Try other community finetuned modules.