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Wan 2.2 First Last Frame — v1.0 TensorRT

My latest workflow for First Last Frame with Wan 2.2.

Sourcecivitai.com/models/2202949
TaskMultiCapabilitiesImage to image · UpscalingFamilyWanVersionRelease 2480341 — Gen3dxFLFWan2.2.jsonEstimated VRAMNot yet characterizedUnratedgrade

Runtime profile

Access
External workflow
Status
Listed
Version
Gen3dxFLFWan2.2.json
Source
Civitai
Updated
Nov 3, 2026

Source description

No release description captured.

What you need

Model files
38.2 GiB known subtotal

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

Requirements

Models

6

Node packs

7

  • comfyui-custom-scripts

    Found

    Node pack · GitHub · pythongosssss/ComfyUI-Custom-Scripts

  • comfyui-mxtoolkit

    Found

    Node pack · GitHub · Smirnov75/ComfyUI-mxToolkit

  • ComfyUI-Rife-Tensorrt

    Found

    Node pack · Registry

  • ComfyUI-Upscaler-Tensorrt

    Found

    Node pack · Registry

  • comfyui-videohelpersuite

    Found

    Node pack · Registry

  • rgthree-comfy

    Found

    Node pack · Registry

  • wanblockswap

    Found

    Node pack · GitHub · orssorbit/ComfyUI-wanBlockswap

AI-generated commentary

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

Purpose

  • Use Wan 2.2 First Last Frame to generate video guided by first and last frame images; it supports LoRA loading, block swapping, interpolation, and upscaling, with Wan Video 2.2 I2V-A14B as its base model.

Flow

  • The workflow combines first-and-last-frame guidance with LoRA loading, block swapping, interpolation, and upscaling.

  • Two versions are available: one with TensorRT interpolation and upscaling, and one with standard interpolation and upscaling.

Inputs and outputs

  • Use first and last frame images to guide and control the scene and action during video generation.

  • Interpolation and upscaling are included as finishing touches for video generation.

Setup

  • Choose the TensorRT version with an RTX50xx series card; use the standard version with other video cards.

    Suggestion · not verified

Dependencies

  • The workflow names these model files: umt5_xxl_fp8_e4m3fn_scaled.safetensors, wan_2.1_vae.safetensors, wan2.1_flf2v_720p_14B_fp16.safetensors, wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors, and wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors.

  • The workflow names these node packs: comfyui-custom-scripts, comfyui-mxtoolkit, ComfyUI-Rife-Tensorrt, ComfyUI-Upscaler-Tensorrt, comfyui-videohelpersuite, rgthree-comfy, and wanblockswap.

Configuration

  • Block swapping is included to help with VRAM.

Cautions

  • Before use, verify that wanblockswap is available in your setup.

    Suggestion · not verified

  • Before use, verify that your setup has the exact high-noise and low-noise model files named above.

    Suggestion · not verified

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Sources

1 source
CivitaiPrimaryVersion 2480341
civitai.com/models/2202949

Verified Nov 3

Download files

Model artifacts

2 artifacts

wan22FirstLastFrame_v10Tensorrt.zip

zip · 6.22 KB · SHA-256 7b5d767da9a4…73db · Civitai

Download file

Gen3dxFLFWan2.2.json

json · 28.1 KB · SHA-256 082d25a1621c…aa73

Download file

Source excerpts

3 excerpts
NoteNov 3civitai.com/models/2202949

Source context: 704 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

NoteOct 2civitai.com/models/2202949

Source context: 672 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

NoteJul 19civitai.com/models/2202949

Source context: 580 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B