
Tutorial on step-by-step prompt refinement for Kontext Fashion Show 2.0
Workflows and materials consistent with the video tutorial.
Video tutorial URL:
https://www.bilibili.com/video/BV1MT3vzREQi?t=512.9
Another workflow URL is:
Step-by-step tutorial to refine prompts: Kontext Virtual Try-On 2.0
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2025-07-11 Update
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Workflow introduction
Tutorial on step-by-step prompt refinement for Kontext Fashion Show 2.0
Workflows and materials consistent with the video tutorial.
Video tutorial URL:
https://www.bilibili.com/video/BV1MT3vzREQi?t=512.9
Another workflow URL is:
Nodes Information
48
CLIPTextEncode
ConditioningZeroOut
DualCLIPLoader
EmptyLatentImage
KSampler
LoadImage
LoraLoaderModelOnly
PreviewImage
SaveImage
UNETLoader
VAEDecode
VAEEncode
VAELoader
AddLabel
AddMask
ApplyPulidFlux
Crop Image Square (JPS)
DownloadAndLoadFlorence2Model
Florence2Run
FluxGuidance
FluxKontextImageScale
GetImageSize+
Image Padding
ImageAndMaskPreview
ImageConcanate
ImageRemoveAlpha+
ImageStitch
JWImageResizeByLongerSide
LayerMask: BenUltra
LayerMask: LoadBenModel
LayerMask: PersonMaskUltra V2
LayerUtility: CropByMask V2
LayerUtility: ImageMaskScaleAsV2
LayerUtility: ImageScaleByAspectRatio V2
LayerUtility: JoyCaptionBeta1
LayerUtility: JoyCaptionBeta1ExtraOptions
LayerUtility: LoadJoyCaptionBeta1Model
Note
PulidFluxEvaClipLoader
PulidFluxInsightFaceLoader
PulidFluxModelLoader
ReferenceLatent
Reroute
SubtractMask
Text Concatenate (JPS)
TextInput_
easy imageSizeByLongerSide
easy showAnything
Tutorial on step-by-step prompt refinement for Kontext Fashion Show 2.0
Workflows and materials consistent with the video tutorial.
Video tutorial URL:
https://www.bilibili.com/video/BV1MT3vzREQi?t=512.9
Another workflow URL is:
Nodes Information
48
CLIPTextEncode
ConditioningZeroOut
DualCLIPLoader
EmptyLatentImage
KSampler
LoadImage
LoraLoaderModelOnly
PreviewImage
SaveImage
UNETLoader
VAEDecode
VAEEncode
VAELoader
AddLabel
AddMask
ApplyPulidFlux
Crop Image Square (JPS)
DownloadAndLoadFlorence2Model
Florence2Run
FluxGuidance
FluxKontextImageScale
GetImageSize+
Image Padding
ImageAndMaskPreview
ImageConcanate
ImageRemoveAlpha+
ImageStitch
JWImageResizeByLongerSide
LayerMask: BenUltra
LayerMask: LoadBenModel
LayerMask: PersonMaskUltra V2
LayerUtility: CropByMask V2
LayerUtility: ImageMaskScaleAsV2
LayerUtility: ImageScaleByAspectRatio V2
LayerUtility: JoyCaptionBeta1
LayerUtility: JoyCaptionBeta1ExtraOptions
LayerUtility: LoadJoyCaptionBeta1Model
Note
PulidFluxEvaClipLoader
PulidFluxInsightFaceLoader
PulidFluxModelLoader
ReferenceLatent
Reroute
SubtractMask
Text Concatenate (JPS)
TextInput_
easy imageSizeByLongerSide
easy showAnything
