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SocksLatentPatcher GGUF Subgraph — v2.0

Fixed version and some addition

TaskMultiCapabilitiesImage to video · UpscalingFamilyWanVersionRelease 2414586 — SocksLatentPatcherGGUF.jsonEstimated VRAMEstimate unavailableBgrade

Runtime profile

Access
External workflow
Status
Listed
Version
SocksLatentPatcherGGUF.json
Source
Civitai
Updated
Oct 18, 2026

Requirements

Models

8

Node packs

10

AI-generated commentary

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

Purpose

  • This workflow is for experimental image-to-video generation with Wan Video 2.2 I2V-A14B; it uses `wan2.2_i2v_high_noise_14B_Q4_K_S.gguf` and `wan2.2_i2v_low_noise_14B_Q4_K_S.gguf`, patches latent tensors instead of decoding through the VAE, and can produce video with interpolated

Flow

  • The subgraph combines PainterI2V, SocksLatentPatcher, Rife Tensorrt, and Upscaler Tensorrt.

  • It bypasses VAE decode and directly patches the latent tensor; the workflow description presents this as a way to handle detail loss and saturation or desaturation during infinite-length video generation.

Inputs and outputs

  • The main model inputs are `wan2.2_i2v_high_noise_14B_Q4_K_S.gguf` and `wan2.2_i2v_low_noise_14B_Q4_K_S.gguf`.

  • The video output path includes interpolation and upscaling options.

Setup

  • Links for model, CLIP, and VAE files are included in the workflow.

  • This is version v2.0, published by Donzo15.

Dependencies

  • Listed model files include `wan2.2_i2v_high_noise_14B_Q4_K_S.gguf`, `wan2.2_i2v_low_noise_14B_Q4_K_S.gguf`, `lightx2v_I2V_14B_480p_cfg_step_distill_rank256_bf16.safetensors`, and `Wan_2_2_I2V_A14B_HIGH_lightx2v_4step_lora_v1030_rank_64_bf16.safetensors`.

  • Other listed model files are `nsfw_wan_umt5-xxl_fp8_scaled.safetensors`, `wan_2.1_vae.safetensors`, `rife49.pth`, and `film_net_fp32.pt`.

  • Listed node packs include `comfyui_memory_cleanup`, `comfyui-videohelpersuite`, `rgthree-comfy`, `ComfyUI-GGUF`, `ComfyUI-Rife-Tensorrt`, `ComfyUI-Upscaler-Tensorrt`, `comfyui-frame-interpolation`, `comfyui_essentials`, `comfyui-kjnodes`, and `comfyui-easy-use`.

Configuration

  • For interpolation, choose between `rife vf1` and `rife tensorrt`.

Cautions

  • The I2V path is marked experimental.

  • Before running, verify the exact `ComfyUI-GGUF` package and confirm that these files are available: `lightx2v_I2V_14B_480p_cfg_step_distill_rank256_bf16.safetensors`, `Wan_2_2_I2V_A14B_HIGH_lightx2v_4step_lora_v1030_rank_64_bf16.safetensors`, `nsfw_wan_umt5-xxl_fp8_scaled.safet v

    Suggestion · not verified

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Sources

1 source
CivitaiPrimaryVersion 2414586
civitai.com/models/2128200

Verified Oct 18

Source excerpts

3 excerpts

Source context: 244 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

Source context: 195 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

Source context: 186 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B