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Wan 2.2 (T2V) GGUF + 4 STEP Lightning LORA Workflow — v1.0

Wan 2.2 (T2V) GGUF + 4 Step Lightning Lora Workflow

Sourcecivitai.com/models/1941674
TaskText to videoFamilyWanEstimated VRAMNot yet characterizedBgrade

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External workflow
Status
Listed
Source
Civitai
Updated
Oct 2, 2026

Source excerpt

Wan 2.2 (T2V) GGUF + 4 Step Lightning Lora Workflow

What you need

Model files
1.1 GiB known subtotal

Remaining hardware or download-size estimates are not available yet.

Requirements

Models

6

Node packs

2

AI-generated commentary

AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.

Purpose

  • Use this workflow for Wan 2.2 text-to-video: provide text and six named model files, then process the result with the Wan Video 2.2 T2V-A14B base model, a 4-step Lightning LoRA setup, VAE decoding, and video combining.

Flow

  • The 16-node graph covers text encoding, video-latent setup, sampling, VAE decoding, and video combining.

Inputs and outputs

  • The text path uses CLIPLoader and CLIPTextEncode.

  • The video path uses EmptyHunyuanLatentVideo, VAEDecode, and VHS_VideoCombine.

Setup

  • Find the workflow on Civitai at https://civitai.com/models/1941674.

Dependencies

  • The six listed model files are umt5_xxl_fp8_e4m3fn_scaled.safetensors; wan_2.1_vae.safetensors; Wan2.2-Lightning_T2V-v1.1-A14B-4steps-lora_HIGH_fp16.safetensors; Wan2.2-Lightning_T2V-v1.1-A14B-4steps-lora_LOW_fp16.safetensors; Wan2.2-T2V-A14B-HighNoise-Q5_1.gguf; and Wan2.2-T2V-A

  • The listed node packs are comfyui-gguf and comfyui-videohelpersuite.

Configuration

  • The title specifies a GGUF setup with 4 STEP Lightning LORA.

  • comfyui-videohelpersuite is listed at version 1.6.1.

Cautions

  • Before use, verify that all six model files are present under the exact names listed.

    Suggestion · not verified

  • Before setup, verify that both listed node packs are available.

    Suggestion · not verified

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Sources

1 source
CivitaiSource
civitai.com/models/1941674

Verified Jul 19

Source excerpts

1 excerpt
NoteJul 19civitai.com/models/1941674

Source context: 694 downloads · Type Workflows · Base model Wan Video 2.2 T2V-A14B