WorkflowListedExternal

[FLUX] Florence2 img2img basic workflow (for beginner)

This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.

Sourcecivitai.com/models/1035986

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Status: Listed
Source: Civitai
Updated: Jul 20, 2026

Source description

This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.

While it doesn't include any advanced features, it serves as a crucial example showing how Florence2 extracts text from images. Understanding this basic structure allows users to build more complex and creative workflows by integrating various nodes.

It's a valuable learning tool for beginners.

If you don't have the Florence2 node, you can easily install it through ComfyUI Manager using the 'Install Missing Custom Nodes' feature.

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이 워크플로우는 Flux와 Florence2를 사용하여 img2img 작업을 수행하는 기본적인 설정을 보여줍니다.

AI-generated commentary

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

Purpose

This beginner workflow is for basic image-to-image processing with Flux and Florence2. It takes an image, uses Florence2 to extract text, and includes nodes for image preview, image saving, and text display.

Flow

The workflow lists LoadImage, VAEEncode, SamplerCustomAdvanced, Florence2Run, VAEDecode, PreviewImage, and SaveImage.
Florence2 extracts text from images in this basic example, which is presented without advanced features.

Inputs and outputs

Input: an image loaded with LoadImage.
Named outputs include PreviewImage for image preview, SaveImage for image saving, and ShowText|pysssss for text display.

Setup

If Florence2 is missing, use ComfyUI Manager’s “Install Missing Custom Nodes” feature to add it.
Suggestion · not verified
This is presented as a basic beginner example without advanced features.

Dependencies

Listed model items are clip_l.safetensors, FLUX_VAE_diffusion_pytorch_model.safetensors, flux1-dev-fp8.safetensors, flux1-dev-Q8_0.gguf, microsoft/Florence-2-base-ft, and t5xxl_fp16.safetensors.
Listed nodes include BasicGuider, BasicScheduler, CLIPTextEncode, DownloadAndLoadFlorence2Model, DualCLIPLoader, DualCLIPLoaderGGUF, Florence2Run, GetImageSizeAndCount, Image Comparer (rgthree), KSamplerSelect, and LoadImage.
Other listed nodes are PreviewImage, RandomNoise, SamplerCustomAdvanced, SaveImage, ShowText|pysssss, Text Find and Replace, UNETLoader, UnetLoaderGGUF, VAEDecode, VAEEncode, and VAELoader.

Configuration

The listed base model is Flux.1 D, and the model list includes flux1-dev-fp8.safetensors and flux1-dev-Q8_0.gguf.

Cautions

Before use, verify that Florence2Run, UNETLoader, SaveImage, and Text Find and Replace are available in ComfyUI.
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No license is listed; check applicable usage terms before distributing results.
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Sources

1 source

CivitaiPrimary

civitai.com/models/1035986

Verified Jul 20

Source excerpts

1 excerpt

NoteJul 20civitai.com/models/1035986

Source context: 559 downloads · Type Workflows · Base model Flux.1 D