Skip to content
WorkflowListedExternal
Download

Reference Pose Lora Workflow. Low VRAM GGUF. — v1.0

This is my implementation of Reference Pose workflow, designed for weak GPUs.

Sourcecivitai.com/models/1895984
TaskImage to imageFamilyFLUXVersionRelease 2146212 — workflow_flux_kontext_pose_reference_control.jsonEstimated VRAMEstimate unavailableUnratedgrade

Runtime profile

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

Source description

No release description captured.

Requirements

Models

7

Node packs

5

  • comfyui_controlnet_aux

    Possible

    Node pack · Registry

  • comfyui-custom-scripts

    Found

    Node pack · Registry

  • ComfyUI-GGUF

    Possible

    Node pack · Registry

  • rgthree-comfy

    Found

    Node pack · Registry

  • teacache

    Possible

    Node pack · Registry

AI-generated commentary

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

Purpose

  • Use this Flux.1 Kontext Reference Pose workflow to generate images guided by a pose-reference image, with preview and save outputs; its graph includes LoadImage, DWPreprocessor, and ReferenceLatent nodes.

    Suggestion · not verified

Flow

  • The graph also includes text-encoding, FluxGuidance, KSampler, TeaCache, and VAE encode/decode nodes.

Inputs and outputs

  • The graph includes LoadImage and CLIPTextEncode nodes for image and text inputs, plus PreviewImage and SaveImage nodes for image outputs.

Setup

  • The author reports testing with an RTX 3060 12GB GPU and 16 GB DDR4 RAM.

  • Setup notes provide links for the Flux GGUF, CLIP encoder files, VAE, and refcontrol_pose.safetensors LoRA.

Dependencies

  • The workflow file lists these model files: ae.safetensors, clip_l.safetensors, dw-ll_ucoco_384_bs5.torchscript.pt, flux1-kontext-dev-Q5_K_S.gguf, refcontrol_pose.safetensors, t5xxl_fp8_e4m3fn_scaled.safetensors, and yolox_l.onnx.

  • Listed node packs and versions are comfyui_controlnet_aux (1.1.0), comfyui-custom-scripts (1.2.5), ComfyUI-GGUF (b3ec875a68d94b758914fd48d30571d953bb7a54), rgthree-comfy (1.0.2506230015), and teacache (1.9.0).

Configuration

  • The title labels this version “Low VRAM GGUF”; the listed base model is Flux.1 Kontext.

Cautions

  • The file list gives no download links for dw-ll_ucoco_384_bs5.torchscript.pt or yolox_l.onnx; confirm where to get them before setup.

    Suggestion

Does this need to be edited?

Sign in to send an edit request.

Sources

1 source
CivitaiPrimaryVersion 2146212
civitai.com/models/1895984

Verified Nov 3

Workflow instructions

Author notes from workflow_flux_kontext_pose_reference_control.json · selected release

flux guff model: https://huggingface.co/QuantStack/FLUX.1-Kontext-dev-GGUF/tree/main clip1: https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/clip_l.safetensors clip2: https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/t5xxl_fp8_e4m3fn_scaled.safetensors vae: https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/blob/main/split_files/vae/ae.safetensors lora: https://civitai.com/models/1894154/refcontrol-flux-kontext-reference-pose-lora

Download files

Model artifacts

2 artifacts

referencePoseLoraWorkflow_v10.zip

zip · 4.37 KB · SHA-256 dc500cf79ce9…3467 · Civitai

Download file

workflow_flux_kontext_pose_reference_control.json

json · 26.4 KB · SHA-256 d1c71369c86d…7ea3

Download file

Source excerpts

3 excerpts
NoteNov 3civitai.com/models/1895984

Source context: 517 downloads · Type Workflows · Base model Flux.1 Kontext

NoteOct 2civitai.com/models/1895984

Source context: 496 downloads · Type Workflows · Base model Flux.1 Kontext

NoteJul 19civitai.com/models/1895984

Source context: 424 downloads · Type Workflows · Base model Flux.1 Kontext