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Simple WAN T2V Workflow for Self Forcing
Profil d'exécution
Description de la source
Simple WAN T2V Workflow for Self Forcing
Self Forcing trains autoregressive video diffusion models by simulating the inference process during training, performing autoregressive rollout with KV caching. It resolves the train-test distribution mismatch and enables real-time, streaming video generation on a single RTX 4090 while matching the quality of state-of-the-art diffusion models.
Update (i2v):
To use Vace, you will need to use a different checkpoint: https://huggingface.co/lym00/Wan2.1-T2V-1.3B-Self-Forcing-VACE/blob/main/Wan2.1-T2V-1.3B-Self-Forcing-DMD-VACE-FP16.safetensors
Commentaire généré par l’IA
Explication générée par l’IA à partir des détails de la source et de la configuration. Les suggestions sont clairement signalées.
This workflow is for generating video with Self Forcing and the Wan Video 1.3B t2v base model. It supports T2V, I2V, and V2V workflows, using text, images, or video as inputs and producing video.
Self Forcing is described as autoregressive rollout with KV caching that simulates inference during training.
The documented task forms are T2V, I2V, and V2V, with video as the output.
Find it on Civitai at https://civitai.com/models/1668005; the listed publisher is Powerpuff.
It requires the `comfyui-videohelpersuite` node pack.
The listed manual model files are `umt5_xxl_fp8_e4m3fn_scaled.safetensors`, `wan_2.1_vae.safetensors`, and `Wan2.1-T2V-1.3B-Self-Forcing-DMD-VACE-FP16.safetensors`.
For Vace, use `Wan2.1-T2V-1.3B-Self-Forcing-DMD-VACE-FP16.safetensors` as the different checkpoint, and use `self_forcing_dmd.pt` as the T2V checkpoint.
Verify that the three listed model files are available in your setup before using the workflow.
Suggestion · non vérifié
If you plan to use Vace, verify that the Vace checkpoint and T2V checkpoint match the task you want to run.
Suggestion · non vérifié
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Sources
1 sourceExtraits de sources
1 extraitSource context: 5945 downloads · Type Workflows · Base model Wan Video 1.3B t2v
Download self_forcing_dmd.pt from https://huggingface.co/gdhe17/Self-Forcing/tree/main/checkpoints and use it as the t2v checkpoint.
Project website: https://self-forcing.github.io/
Estimation des besoins VRAM
Estimation indisponible
Les tailles des fichiers du modèle ne sont pas encore suffisamment complètes pour calculer cette exigence.
Exigences
Exigences 4umt5_xxl_fp8_e4m3fn_scaled.safetensors
Fichier non vérifiéText encoder · SAFETENSORS · Unknown
VAE · Unknown
Wan2.1-T2V-1.3B-Self-Forcing-DMD-VACE-FP16.safetensors
PossibleCheckpoint · Unknown
Pack de nœud · Registry
