Endless Wan 2.2 I2V (SVI 2 Pro)
A simple workflow to create Wan 2.2 videos of unlimited duration, using SVI 2.0 Pro.
The workflow has a 5 sec "Initial" block and 8 more optional "Extend" blocks of 5 sec each that can create almost 45 sec of video (some frames are lost in the connection).
Every block has its own Prompt and Length control in seconds (don't use more than 5.0).
If more seconds are needed, you can copy an "Extend" block, connect it with the others and continue..
Each block has a fix noise seed number that let you experiment with a block without re-generate all the previous, already generated blocks.
There are 2 LoRA sections. The Main and the Extra (for both High and Low models). All blocks are using the Main section, but you can choose if a block will use the Extra LoRAs or not.
GGUF loaders for low VRAM systems with lightx2v 4-step LoRA.
Models used:
SVI_v2_PRO_Wan2.2-I2V-A14B_HIGH_lora_rank_128_fp16.safetensors
SVI_v2_PRO_Wan2.2-I2V-A14B_LOW_lora_rank_128_fp16.safetensors
Wan_2_2_I2V_A14B_HIGH_lightx2v_4step_lora_260412_rank_64_fp16.safetensors
Wan_2_2_I2V_A14B_LOW_lightx2v_4step_lora_260412_rank_64_fp16.safetensors
Custom Nodes used:
Version 2.0
This version adds a second Extra LoRA section so now there are 3 LoRA sections.
The Main, the Extra 1 and the Extra 2 (for High and Low models).
All blocks are using the Main section, but we can choose if a block will also use one of the Extra LoRAs or not.
Warning: The two LoRAs already loaded in the Main LoRA section are mandatory (for 4-steps & Linked blocks)
Description
Initial release
FAQ
Comments (14)
Bernini at 24fps with svi 2 pro would be awesome.
Call me an idiot, but i cant find where to add the prompt.
Hi, you will put the first description in the "initial" block. That describes the first five seconds. For each additional "Extend" block, you will put the description at the bottom of those that you activate. So you control each blocks action.
"The workflow has a 5 sec "Initial" block and 8 more optional "Extend" blocks of 5 sec each that can create almost 45 sec of video (some frames are lost in the connection).
Every block has its own Prompt and Length control in seconds (don't use more than 5.0)."
@Cyphermodx - when you open the workflow none of the text boxes work. They're not.. active.. not there. If you then go into the sub-graph and "open" or "unhide" the text encoder node, and then go back to main workflow page, then the text box is there. I tested with several and I had to do this for each new segment I enabled. I have no clue why and only discovered it by accident.
@Symbiot78 I hate when workflow designers collapse major nodes that you need to modify form time to time or all the time. Such as upscale nodes, like, people's directories are different so we'll need to change that... don't hide them behind other nodes and pin everything in place. I just delete the workflow when I see a bunch of pinned nodes.
@Symbiot78 Apologies, I haven't used this workflow, I was just going by the image of the workflow and trying to help as I was checking out what was new for the day.
The workflow should look like in the screenshot.
There, you can see that every section has a prompt.
If it's not like the screenshot, that means that you are using a more current, but unfortunately broken version of comfyui-frontend..
You can search google for the subgraph issues with the 1.4x.xx releases of their frontend.
The last frontend version, that the subgraphs were working OK for me, was 1.39.2.
To install this version, you must do pip install comfyui-frontend-package==1.39.2 in your ..\venv\Scripts\ folder.
After that you will see a warning once, but other than that, everything will work fine..
@Symbiot78 There is a "Extend Video Duration" node that you can use to enable the blocks you need.
And I thought it was the crazy
@noembryo mins is grayed out in those boxes. the WF runs fine just cant add any prompts. i'll do some searching around. thx. @Cyphermodx i'll check this and see.
@Cyphermodx this has worked thanks.
Is there any way to speed up the motion? I'm getting super slow motion even with the sampling set to 9. I've tried a few different LoRA, changing the weights, nothing works. Thanks!
Nice Workflow. I like this concept. However I do have problems with the additional loras. I have so far tested it with two loras but I got a significant quality loss and even changing the character. Without loras, I didn't run into this. It would be nice if it was possible to assign the loras sperately to each extention.
It would also be nice to manually define the video size to get out the maximum of my VRAM and adapt better to the Image.
Ready for V2?
I can't comment for the effect that a LoRA can have on the video (depends on the actual LoRA), but you can enable the Extra LoRAs independently for each section.
And you can definitely define the video size manually at the "Auto Rotate" node, in the "Loaders" section of the workflow..
What would you think a v2 should add to the mix?