SwarmUI Auto Installer + The Ultimate Image and Video AI Models Downloader - For Windows, RunPod and Massed Compute - Ultimate Compilation

Unified AI Models Downloader for SwarmUI, ComfyUI, Automatic1111 and Forge Web UI, Forge Web UI Classic and Neo - Supports SD 1.5, SDXL, FLUX, FLUX Krea, FLUX SRPO, Wan 2.1, Wan 2.2, Qwen Image, Qwen Image Edit Plus 2509, SwarmUI presets to generate images and videos with FLUX, Qwen Image, SDXL and Wan 2.1, Wan 2.2 Models and more

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Latest zip file : SwarmUI_Model_Downloader_v95.zip

• ComfyUI Back-end Installer with Torch 2.8 with CUDA 12.9, Triton (3.4+) and DeepSpeed (0.16.4), insightface (0.7.3), onnxruntime-gpu and Flash Attention (2.8.3 - I compiled for all 4 Python versions), Sage Attention 2.2, xFormers into our VENV Windows : https://www.patreon.com/posts/105023709

  • Definitely use our ComfyUI solo backend installer otherwise some of the newest stuff may fail

• Example existing ComfyUI backend : E:\Comfy_UI_V41\ComfyUI\main.py

  • Sage Attention is optional

    • If you use Sage Attention and get black output, enable Display Advanced Options of SwarmUI and go Advanced Sampling and make Preferred DType = Default (16 bit)

• If your GPU starts using shared VRAM for any reason, add this command to make it avoid that --reserve-vram 3

  • This command will preserve 3 GB VRAM for other tasks

  • It is like --use-sage-attention command

27 October 2025 V95

Expired download token refreshed

22 October 2025 V92

• Presets and bundle downloads updated for Qwen Image Realism

• Now on your self trained Qwen Image Models realism is next level here below few examples

  • https://www.reddit.com/r/SECourses/comments/1ocrv0x/qwen_image_training_almost_completed_here_not/

• Import latest v29 preset file

• You can use below presets for such realism

  • Qwen Image UHD Realism Tier 1 - 8+8 Steps

  • Qwen Image UHD Realism Tier 2 - 4+4 Steps

  • Qwen Image Edit Plus UHD Realism - 4+4 Steps

    • This is for training your subject on Qwen Imaged Edit Plus 2509 model with pure black control images - our Musubi Tuner already have this feature to generate such black control images

17 October 2025 V90

• Missing LoRA added to bundles

  • 2 LoRAs were downloaded into diffusion_models folder inaccurately and fixed this issue

• Few downloaded model names fixed to match presets

• Qwen_Image_FP8_Scaled.safetensors download error fixed

• There is now 2 presets

  • Wan 22 Image To Video 4 Steps HQ

  • Wan 22 Image To Video 8 Steps UHQ

    • I prefer 8 steps but 4 is also great

15 October 2025 V86

• Image Generation and Editing Bundle and Qwen Image Core Bundle updated

• Qwen Image Edit Plus 2509 is now FP8_Scaled instead of GGUF Q8

  • Advantage is up to 1.5x more speed on modern GPUs, same quality, lesser VRAM

  • I did a converter script to convert this model into scaled FP8 and it took huge time

  • Scaled FP8 is many times more quality than just base FP8

• Qwen Image Model updated to Qwen Image FP8 Scaled from GGUF Q8

• New Wan 2.2 Image to Video base models added to the Wan 2.2 Core 8 Steps Bundle

  • I have converted these new models into FP8 Scaled myself

  • Their names are Wan2.2-I2V-A14B-Moe-Distill-Lightx2v-Low_fp8_scaled and Wan2.2-I2V-A14B-Moe-Distill-Lightx2v-High_fp8_scaled

  • These models are working without LoRAs with just 4 steps - and quality is amazing

  • They were published today :)

• According to these new models the following presets updated

  • Qwen Image 50 Steps Official Slow

  • Qwen Image 8 Realism Fast

  • Qwen Image 8 Steps Ultra Fast

  • Qwen Image Edit Plus 12 Steps

  • Qwen Image Edit Plus 50 Steps

  • Qwen Image Realism Fast

• New preset Wan 22 Image To Video 4 Steps HQ added and I recommend this for image to video generation now - best one and only 4 steps ultra fast

• So download these updated bundles, don't worry it won't redownload existing models just new ones

  • Run Download Qwen Image Core Bundle and Download Wan 2.2 Core 8 Steps Bundle to new models

13 October 2025 V84

• This is a major update for presets

• With ComfyUI installer v56 now we have the missing new Samplers and Schedulers inside SwarmUI such as beta57, bong_tangent, res_2s : https://www.patreon.com/posts/105023709

  • So make sure to get latest ComfyUI installer zip file and run installer 1 time to get this update

• I have updated images of all presets so that it will be way easier to recognize presets

• New preset Qwen Image 8 Realism Fast added and it is really really much more realistic

  • I will hopefully update Qwen LoRA training post and add realistic results soon : https://www.patreon.com/posts/137551634

  • Of course it is realistic for other LoRAs or no LoRAs too

• I did a massive research on Wan 2.2 image generation and we completey remade Wan 22 Image Realism preset

  • Now it is really really realistic look at this example : https://huggingface.co/MonsterMMORPG/Generative-AI/resolve/main/Wan_2_2.png

    • This also had our 2x upscale preset applied

  • For new Wan 2.2 and Qwen Image Realism presets to work you have to update your ComfyUI installation as mentioned above

• For this update just import Amazing_SwarmUI_Presets_v24.json and overwrite older ones

26 September 2026 V82

• Amazing ULR Downloader implemented into the app that lets you download from CivitAI and Hugging Face into relative or absolute path with custom file name support

• It uses 16 connections and you can blazing fast download from even CivitAI

25 September 2026 V81

• Qwen Image Lightning 8steps-V2 LoRA added to the downloader

  • This is a significant quality improvement compared to V1 and presets updated to use this LoRA

  • The bundles are also updated to download this new LoRA

• FLUX SRPO models added to the downloader

  • Both BF16 and GGUF are available

• FLUX SRPO is extremely realistic model

• FLUX Bundle will now download FLUX SRPO BF16 model as well

  • I have uploaded a metadata fixed, so it will be auto set for you

  • Fixed metadata of FLUX Kontext Dev model as well with re-upload

  • Always check metadata of models in SwarmUI and verify accurate

• FLUX Dev Models preset info and thumbnail image updated

  • FLUX Krea Dev Official removed since it is identical of FLUX Dev Models preset

  • FLUX Dev Models preset supports all FLUX Dev, FLUX Krea and FLUX SRPO

    • Just change base model

• FLUX Kontext Dev Edit Images preset info, thumbnail image and settings updated

• Qwen Image Edit Plus models added to the downloader and older Qwen Image Edit model replaced with Plus model in bundle (Qwen Image Edit 2509)

  • Presets are also updated to use this model

  • I have personally fixed metadata of the BF16 and FP8 version of the model

  • For GGUF again make sure that SwarmUI sees as Qwen Image Edit Plus the architecture

  • I added a json file for bundle downloaded GGUF Q8 so it will auto recognize it

• Qwen Image Edit plus supports up to 3 input images so no more image sticthing is necessary and this model has huge quality

  • We are using Qwen Image Lightning 8steps-V2 LoRA with this model as well

  • If any better speed up LoRA arrives I will hopefully update

• GGUF models are way slower compared to BF16 models on many hardware so if your VRAM is sufficient, prefer BF16 like on RTX A6000 GPUs

  • If your VRAM is not sufficient still you can compare speed of BF16 vs GGUF and see which one works best on your PC

  • ComfyUI auto does block swapping so you can even run BF16 on 24 GB GPUs

    • Make sure you have lots of RAM otherwise block swap will fail and your PC will freeze or use lower quant Like GGUF_8 or GGUF_5 etc

• Under Other Models (e.g. Yolo Face Segment, Image Upscaling) section, Download All Auto Yolo Masking/Segment Models updated

  • Now it has Yolo V12 Large model as well : yolov12l-face.pt

  • Previously this was not working but after I opened an issue on SwarmUI and we did debug, it is fixed and now working

  • Face segment bundle is included in Qwen Image Core Bundle, FLUX Models Bundle and HiDream-I1 Dev Bundle

  • Example usage : photo of a man <segment:yolo-yolov12l-face.pt> a man

• Model downloader completeyt refactored for future easier development

  • Some of the files moved inside utilities folder and content of zip file simplified

• Now we are not using Hugging Face downloader anymore and we are using much more robust uGet style 16 connection downloader that I developed

  • The advantage of this approach is that, it is extremely robust and works perfect even on low speed connections

  • It has 100% resume capability even if at stops at 99.99% percent

  • It auto checks SHA256 to verify accuracy of the download so the model is never corrupted

• Sometimes you may get errors like on this on SwarmUI : https://github.com/mcmonkeyprojects/SwarmUI/issues/1065

  • On that case close SwarmUI, run Manually_Rebuild_SwarmUI_On_Errors.bat and restart SwarmUI

  • This will SwarmUI to compile necessary libraries on next run again

• Use Windows_Preset_Delete_Import.bat to delete your all previous presets and import new updated ones : Amazing_SwarmUI_Presets_v22.json

• Hopefully I will look for newer Wan 2.2 and Wan 2.1 speed up LoRAs to update presets even better quality

• I recommend using 12 Steps Qwen Image Edit Plus and 8 Steps Qwen Image presets rather than 50 steps ones

Tutorials

• Main ComfyUI + SwarmUI setup tutorial (4 May 2025) : https://youtu.be/fTzlQ0tjxj0

• Wan 2.1 Tutorial shows how to use LoRA as well (19 May 2025) : https://youtu.be/XNcn845UXdw

• ComfyUI + SwarmUI RunPod master tutorial (10 June 2025) : https://youtu.be/R02kPf9Y3_w

• SwarmUI Wan 2.1 FusionX + Image Upscale tutorial (18 June 2025) : https://youtu.be/Xbn93GRQKsQ

• SwarmUI FLUX Kontext (Ultimate image editing with just prompts) tutorial (27 June 2025) : https://youtu.be/adF9X9E0Chs

• MultiTalk (image + audio = full animated lip synched video) main tutorial (ComfyUI only) (10 July 2025) : https://youtu.be/8cMIwS9qo4M

  • MultiTalk new workflows tutorial (ComfyUI only) (12 July 2025) : https://youtu.be/wgCtUeog41g

• Wan 2.2 & FLUX Krea Full Tutorial - Automated Install - Ready Perfect Presets - SwarmUI with ComfyUI (2 August 2025) : https://youtu.be/8MvvuX4YPeo

• Qwen Image Dominates Text-to-Image: 700+ Tests Reveal Why It's Better Than FLUX - Presets Published (7 August 2025) : https://youtu.be/R6h02YY6gUs

• Wan 2.2, FLUX & Qwen Image Upgraded: Ultimate Tutorial for Open Source SOTA Image & Video Gen Models (19 August 2025) : https://youtu.be/3BFDcO2Ysu4

• Qwen Image Edit Full Tutorial: 26 Different Demo Cases, Prompts & Images, Pwns FLUX Kontext Dev (23 August 2025) : https://youtu.be/gLCMhbsICEQ

Windows Requirements

• Python 3.10, FFmpeg, CUDA 12.8, cuDNN 9.7 or above, C++ tools and Git

• If it doesn't work make sure to below tutorial and install everything exactly as shown in this below tutorial

• https://youtu.be/DrhUHnYfwC0

  • Requirements are important to have CUDA, C++ Tools, MSVC

Massed Compute (Recommend Cloud) :

• Please register via this link : https://vm.massedcompute.com/signup?linkId=lp_034338&sourceId=secourses&tenantId=massed-compute

  • Use our coupon SECourses

  • Our coupon works on all GPUs now

    • H100 has amazing price and speed but you can use like RTX A6000 ADA as well

    • Full details here : https://www.patreon.com/posts/26671823

  • Then select our image SECourses from Creator dropdown

  • Then follow Massed_Compute_Instructions_READ.txt

  • Same as my any other Massed Compute installer script

  • Example tutorial for learn how to install and use Massed Compute

    • (Starts at 12:58) : https://youtu.be/KW-MHmoNcqo?si=G1WbG-Qw4ujWvOtG&t=778

RunPod (Cloud):

• Please register via this link : https://runpod.io?ref=1aka98lq

  • Then follow Runpod_Instructions_READ.txt

  • Same as my any other RunPod installer script

  • Use the template written in Runpod_Instructions_READ.txt file

  • Example tutorial for learn how to install and use RunPod

    • (starts at 22:03) : https://youtu.be/KW-MHmoNcqo?si=QN8X8Sjn13ZYu-EU&t=1323

Screenshots of Presets

Total Models size you can download is over 2700 GB atm

Screenshot of Upgraded Ultra Robust Model Downloader

OLDER VERSION HISTORY

12 September 2025 V80

• The unified AI models downloader now supports newest Stable Diffusion WebUI Forge - Classic : https://www.patreon.com/posts/138680643

• The unified AI models downloader now supports newest Stable Diffusion WebUI Forge - NEO : https://www.patreon.com/posts/138694680

• Just check the checkbox for these 2 apps:

  • Forge WebUI / Automatic1111 Folder Structure

• Example path : E:\Forge_Neo_v1\sd-webui-forge-classic\models

27 August 2025 V79

• Demo images zip file upgraded to V3 since we published Nano Banana free image editing tutorial and compared it with Qwen Image Edit model for every case

  • Qwen_Edit_Demo_Images_With_Metadata_And_Prompts_v3.zip

  • Full tutorial link : https://youtu.be/qPUreQxB8zQ

• A LoRA selection error of Qwen Image Edit model preset fixed with Amazing_SwarmUI_Presets_v21.json

22 August 2025 V77

• Image upscale preset unified into single one

• First use your regular preset then plus apply it

• Prompt file modified to FLUX_Kontext_Qwen_Edit_Prompts.txt

• Contains 26 unique cases and total 40 prompts

• Demo images and results added, results have metadata so you can see and replicate

  • If Sage Attention on vs off, produces different results

• Hugging Face download errors fixed

20 August 2025 V75

• Use latest zip file extract and overwrite

• Don't forget to edit metadata of the Qwen Image Edit model and set architecture of the model as Qwen Image Edit since it is not auto recognized yet

• I have added 2 new presets called as Qwen Image Edit 50 Steps and Qwen Image Fast 12 Steps

  • Qwen Image Fast 12 Steps takes 30 seconds on RTX 5090

  • Qwen Image Edit 50 Steps takes 128 seconds on RTX 5090

  • Here a comparison of org image vs 12 steps vs 50 steps : https://imgsli.com/NDA4MTU1

    • Prompt is : change hair color to blue

• The presets are using Qwen Image Edit model GGUF Q8 but you can use lower GGUF too

  • Our downloader has BF16, FP8, GGUF Q8, Q6, Q5, Q4

• First update your ComfyUI and SwarmUI to latest version as shown in this tutorial and import presets and apply them : https://youtu.be/3BFDcO2Ysu4

• This model doesn't work with input image but rather it takes input image from prompt like in FLUX Kontext : https://youtu.be/adF9X9E0Chs

• This model doesn't support inpainting

• Hopefully I will make a new tutorial for this but even ComfyUI official workflow is so bad atm - our preset way better

• So we need some more time for this model to become better

• Our Windows_Start_Download_Models_App.bat now have Qwen Image Edit model and it is also included in SwarmUI Qwen Image core bundle

• SwarmUI update file will now auto install RIFE frame interpolation and Teacache

• So just download bundle to download this model - it won't redownload existing models

19 August 2025 V72

• Use latest zip file extract and overwrite

  • Full how to use tutorial published : https://youtu.be/3BFDcO2Ysu4

• New following presets added and now we have Windows_Preset_Delete_Import.bat file

  • Execute this file while SwarmUI running, it will backup your existing presets into presets_backups folder, then delete all your presets and import newest presets

  • The added presets are

    • Qwen Image 8 Steps Ultra Fast 2x Upscale : Really upscales amazingly Qwen Image generations and fast too

      • You can increase steps count to 20 if not good enough

    • Wan 22 High Quality I2V 20 Steps : Super high quality but slow

    • Wan 22 High Quality T2V 20 Steps: Super high quality but slow

    • Wan 22 Image To Video 8 Steps: Really decent quality and ultra fast

    • Wan 22 Text To Video 8 Steps: Really decent quality and ultra fast

    • Wan 22 Image Realism: Super high quality and fast

      • This preset generates static images unlike videos

      • Wan 2.2 Image Generation Test Grids

      • Dragon Test Grid , Human Test Grid

    • Preparing these very best presets literally took days and 100s of generations and comparisons

  • To not delete your older presets, use import and import v15 and overwrite existing, it will only overwrite same name presets

    • On RunPod and Massed Compute use regular import preset feature same as before

• Also use model downloader file and use Wan 2.2 Core 8 Steps Bundle (Total: 70.41 GB, 11 models) to download new 4 LoRAs

  • It will download new lightx2v Wan2.2-Lightning LoRAs

• Some bundle downloads were broken for some LoRAs and these errors fixed

• Windows SwarmUI installer will now auto install RIFE Frame Interpolation and Teacache automatically

13 August 2025 V66

Download newest v66 zip file, extract and overwrite previous files as usual

• New amazing Qwen Image preset added : Qwen Image 8 Steps Ultra Fast

  • Literally 6x faster than Qwen Image High Quality preset

  • To use this preset use latest models downloader and download Qwen Image Core Bundle (Total: 30.83 GB, 4 models) or Qwen Image Lightning 8steps V1.1 LoRA (Fast inference LoRA) (1.58 GB)

    • If you had downloaded older bundle before, it will just download new LoRA

    • Moreover, import new preset json file and overwrite : Amazing_SwarmUI_Presets_v12.json

• All Preset images updated with Qwen Image 8 Steps Ultra Fast preset - so now all preset thumbnails have text to easier recognize

  • All presets will automatically select accurate models based on our model downloader

  • I have tested all presets and verified all works

• Sage Attention is now working with Qwen Image again - make sure to update your ComfyUI and SwarmUI to the latest version

• FLUX Dev Official 2x Latent Upscale preset works with FLUX Krea Dev model as well just change base model

• I also tested all best schedulers for FLUX Dev model and updated presets for best one

  • You can see grid comparison here : click to download

• I also have tested new Scheduler named as KL Optimal (Nvidia AYS) with all samplers and it produces some realistic and

  • I think our very best preset still overall better but it is a good one to test in some cases

  • You can see its comparison grid here : click to download

• Hopefully I will update Wan 2.2 presets with new LoRAs after testing and verifying they are better

8 August 2025 V63

• Now supports Automatic1111 Web UI and SD Forge Web UI model structure too

• Just select Forge WebUI / Automatic1111 Folder Structure checkbox and give model path like below

  • Windows e.g. : E:\Forge_Installer_v10\stable-diffusion-webui-forge\models

  • Massed Compute e.g. : /home/Ubuntu/Downloads/Forge_Installer_v10/stable-diffusion-webui-forge/models/,

  • RunPod e.g. : /workspace/stable-diffusion-webui-forge/models

• New tutorial published : Qwen Image Dominates Text-to-Image: 700+ Tests Reveal Why It's Better Than FLUX - Presets Published > https://youtu.be/R6h02YY6gUs

• SD Forge Web UI Installers updated for Windows, RunPod and Massed Compute and now supports RTX 5000 series too and working perfect with more robust, easier and faster install : https://www.patreon.com/posts/118442039

• The error we were getting when downloading upscale models and face restoration models fixed : exists and seems populated. Skipping snapshot download for

6 August 2025 why Qwen Image is the New King and the Research

• You can download all the grid tests (700+ generations) i did for Qwen Image inference parameter research here : https://huggingface.co/BestModelsv2/test/resolve/main/qwen_image_inference_research_grids.zip

  • Put the grids into this folder SwarmUI\Output\local\Grids and restart SwarmUI then you will be able to load and see each grid, tested parameters and results in full quality

• Moroever I have compared FLUX Dev Official vs FLUX Krea Dev Official vs Qwen Image Realism Fast vs Qwen Image High Quality presets and you can see full quality result grid image here : https://huggingface.co/MonsterMMORPG/Generative-AI/resolve/main/FLUX_vs_Krea_vs_Qwen.png

• Hopefully I will fully research Qwen Image training as i did for FLUX and then we will have a new amazing training workflow :

6 August 2025 V62

• I have generated 600 images to find out the very best presets of Qwen Image model and now 2 new presets added to our presets with Amazing_SwarmUI_Presets_v9 file inside zip file

  • We have Qwen Image High Quality which generates highest quality overal with maximum prompt following - default negative prompt also set which improves quality further

  • And there is Qwen Image Realism Fast which is 2x faster since cfg is set to 1

    • This preset may require more generation to get best result but definitely better realism

• Moreover downloader app now have the following models to download with 1 click

  • Under Image Generation Models under Qwen Image Models

    • Qwen_Image_Q4_1 (11.96 GB) - Qwen_Image_Q5_1 (14.33 GB) - Qwen_Image_Q6_K (15.67 GB) - Qwen_Image_Q8_0 (20.27 GB) - Qwen_Image_FP8_e4m3f (19.03 GB) - Qwen_Image_BF16 (38.05 GB)

  • Just use SwarmUI Bundles and then Qwen Image Core Bundle (Total: 29.24 GB, 3 models) and the presets will work right away - uses Q8

  • Or manually select your model

  • Q4_1 quality is also amazing so if you are on low VRAM you can use it

  • Still all models should work if you have sufficient RAM since SwarmUI uses ComfyUI which does auto block swapping

• Hopefully tomorrow I will share all grids so that you can download and analyze yourself locally with SwarmUI

• Sage attention may cause black output so until fixed disable if you get

• AllowGpuSpecificOptimizations inside Server > Server Configuration may cause black output so disable until it is fixed

• Update your both ComfyUI and SwarmUI to the latest version

• This is clearly the new King of models better than FLUX and hopefully I will cover training fully soon after full research

• Image resolution has to be divisible to 16 at the moment so if you get error pay attention to that

2 August 2025 V61

• Wan 2.2 + FLUX Krea full tutorial published > https://youtu.be/8MvvuX4YPeo

• After carefully testing more, bad results yielding presets removed

• Thus I recommend delete all previous presets and import new Amazing_SwarmUI_Presets_v8 - screenshot

• I also removed the following bundles since they were not necessary anymore with recent LoRAs + base Wan models

  • Wan 2.1 FusionX FP16 Phantom Bundle

  • Wan 2.1 FusionX FP8 Phantom Bundle

• Moreover, all presets will automatically select models downloaded from our downloader app bundles now so that you won't be needed to manually select presets

• The bundles you should download for SwarmUI are as below

  • Wan 2.2 Core 8 Steps Bundle (Total: 65.84 GB, 7 models) - FP8 Scaled base models + LoRA

    • Base models can be replaced with other variants like GGUF Q8 or FP16 etc

  • Wan 2.1 Core Models Bundle (GGUF Q6_K + Best LoRAs) (Total: 36.89 GB, 10 models) - GGUF Q6 base models + LoRA

    • Base models can be replaced with other variants like GGUF Q8 or FP8 etc

  • FLUX Models Bundle (Total: 100.77 GB, 10 models)

    • Base models can be replaced with other variants like GGUF Q8 or FP8 etc

• All models still remaining so just search the model name and download whichever you want

31 July 2025 V60

• Amazing new official FLUX Krea DEV model published

  • I have added both FP16 and GGUF Q8, Q6, Q5 and Q4 models

  • Q8 almost same quality as FP16

• It is way more realistic here first comparison test I made : https://www.reddit.com/r/SECourses/comments/1me4jkb/flux_krea_dev_is_really_realistic_improvement/

• The download button is under Image Generation Models▼ FLUX Models▼ - at the very top

• FLUX Models is now seperated into normal Models vs GGUF variants as 2 tabs

• Search function significantly improved, just search krea and test

• New Wan 2.2 text-to-video high quality preset added

  • Sadly none of the fast LoRAs of Wan 2.1 working for Wan 2.2 text-to-video greatly so it is best to not use lora and do at least 20 steps until a LoRA is published

  • Image to video works perfect with our Wan 2.2 bundle LoRA and preset and 8 steps

31 July 2025 V58

• Both ComfyUI and SwarmUI zip files updated

  • Now they are more robust to ensure updates goes smooth

• Make sure update your ComfyUI backend and SwarmUI

• After doing literally 100s of grid Wan 2.2 generations I have prepared amazing 8 steps 2 presets

• These presets are even selecting the accurate models and LoRA

• First download new SwarmUI bundle : Wan 2.2 Core 8 Steps Bundle (Total: 65.84 GB, 7 models) - use Windows_Start_Download_Models_App.bat from latest zip file

  • Then import new preset Amazing_SwarmUI_Presets_v6.json

  • Then reset params to default and direct apply preset you want to use

  • For text to video model just type your prompt and also set your desired resolution and set your desired Text2Video Frames count - default 73 frames thus 3 seconds (24 fps), for 5 seconds video set 121 frames

  • For image to video select your input image, type your prompt, set target resolution according to image aspect ratio and set your Video Frames under Image to Video tab - default 73 frames thus 3 seconds (24 fps), for 5 seconds video set 121 frames

• Thats all and hit generate and enjoy

• I am recording a tutorial video for Wan 2.2 hopefully

  • Moreover we are using UniPC sampler and Eular Ancestral behaves significantly different you can compare both

• I am also using --use-sage-attention which brings good speed up and working great

• Also we have Video_Models_Prompt_Generate_Guide.txt file

  • You can use this file in free Gemini in Google Studio ai to generate amazing prompts, just upload file and write what you want to generate : https://aistudio.google.com/prompts/new_chat (free)

16 July 2025 V57

• New 4-8 steps LoRA added for Wan 2.1 models

  • Wan 2.1 14B LightX2V CFG Step Distill LoRA V2 (T2V + I2V) (Rank 64) (0.69 GB)

• This LoRA will be now downloaded with bundles

• Works great for both image to video and text to video with Wan 2.1 Models

• CausVid LoRA preset renamed to LightX2V

  • Do 4-10 steps, 8 is probably best quality / speed