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.gitattributes

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 *.h5 filter=lfs diff=lfs merge=lfs -text
 *.joblib filter=lfs diff=lfs merge=lfs -text
 *.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
 *.mlmodel filter=lfs diff=lfs merge=lfs -text
 *.model filter=lfs diff=lfs merge=lfs -text
 *.msgpack filter=lfs diff=lfs merge=lfs -text
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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

JD3s_Nudify_Kontext.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:613a3b22d3c5381c1bcb01528bd76b31a38366cf226ba03fcbe40aa5ff7928cc
+size 343806384

README.md

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+---
+base_model:
+- black-forest-labs/FLUX.1-Kontext-dev
+tags:
+- Image-to-image
+- nsfw
+- nudify
+- kontext
+- nudity
+license: other
+license_name: flux1-dev-non-commercial-license
+license_link: >-
+  https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md
+---
+# JD3's Nudify Kontext LoRa
+
+<table>
+  <tr>
+    <td style="vertical-align: top; padding-right: 20px;">
+      <h3 style="text-align: center;">Static Pose</h3>
+      <img src="https://huggingface.co/JD3GEN/JD3_Nudify_Kontext_LoRa/resolve/main/images/static.png" alt="Static Image Example" style="width: 100%; max-width: 600px; height: auto;">
+    </td>
+    <td style="vertical-align: top; padding-left: 20px;">
+      <h3 style="text-align: center;">Dynamic Pose</h3>
+      <img src="https://huggingface.co/JD3GEN/JD3_Nudify_Kontext_LoRa/resolve/main/images/pose.png" alt="Pose Image Example" style="width: 100%; max-width: 600px; height: auto;">
+    </td>
+  </tr>
+</table>
+
+DISCLAIMER: The input-image used for these examples is a FLUX generated image with one of my character LoRas and does not depict a real person. 
+<Gallery />
+
+## Model description 
+
+ 
+The LoRa was trained on 80 hand-picked NSFW on/off photo pairs gathered mostly from reddit. Every pair was captioned by hand to make sure to differentiate between the two major categories:
+- Identical Pairs: Pairs where the start and end image are exactly (or very close to) the same except for clothing of course.
+- Different Images: Pairs where changes in poses etc. between start and end image differ enough that it could cause the model to learn that its fine to not stick closely to the reference image even if prompted for it.
+ 
+# Captions
+ 
+These are example captions from the dataset for both an Identical Pair and "Different Image":
+ 
+Identical:
+"Completely remove the subjects clothes. She is now standing completely naked, her small breasts and vagina with pubic hair fully exposed. She has a small belly-button piercing. Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only completely remove her clothes to expose her naked body."
+ 
+Different: 
+"The image now looks like a different photo of the same subject. All of her clothes are now removed. She is now posing completely naked. Her medium sized breasts and clean shaven vagina on full display. She is now posing with her hands tangling in her own hair. Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only remove her clothes to expose her breasts and vagina and change her pose."
+ 
+As you can tell, the block {Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only ...} comes up in both caption types to reinforce the prompt so I recommend using this or something similar in your own prompts. 
+Because of these prompting categories the model works very well both when simply removing clothes and creating a new image of the same subject in a different pose (see example images).
+ 
+ 
+# Prompts
+ 
+These are the example prompts for static and different images that are general enough to have worked well on different images when generating with the model. Make sure to adjust these to your needs, depending on your image, for example if you use a portrait shot you may not want to include the vagina parts of the prompts.
+ 
+ 
+Identical:
+"Completely remove the subjects clothes. Her clothes are now completely removed to expose her small breasts and clean shaven vagina. Maintain identical camera angle, framing, and perspective and make sure to leave her facial features identical. The rest of the image remains the same, only remove her clothes to expose her naked body."
+ 
+ 
+Different:
+"The image now looks like a different photo of the same subject. Her clothes are now completely removed to expose her small breasts and clean shaven vagina and she is now standing in a seductive pose. Maintain identical camera angle, framing, and perspective. The rest of the image remains the same, make sure to leave her facial features identical, only remove her clothes to expose her breasts and vagina and change her pose."
+
+For better results I recommend a vertical aspect ratio like 9:16 or 3:4. To make your prompt work more consistently on a new image specifically reference the piece of clothing to remove. For example 'Completely remove the subjects clothes' turns into 'Completely remove the subjects white crop-top and jean shorts'. Reinforce this in the 'The rest of the image...' block to further increase consistency, e.g.: 'The rest of the image remains the same, only remove her white crop-top and jean shorts to expose her naked body.' 
+
+# Basic Workflow
+This is the comfyui workflow I used to run Kontext with the LoRa (Full credit to Ostris/AIToolkit, its from his LoRa training guide):
+
+https://pastebin.com/vYnttdEF
+## Download model
+
+
+[Download](/JD3GEN/JD3_Nudify_Kontext_LoRa/tree/main) them in the Files & versions tab.

dataset/captions/001.txt

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+The subjects dress is completely removed. She has large breasts, big nipples and a stomach piercing. Maintain identical subject placement, camera angle, framing, and perspective. Only remove her dress to reveal her breasts.

dataset/captions/002.txt

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+The subject is now completely naked and standing up. She has saggy breasts with large nipples. All of her clothes are now removed revealing her breasts and slight pubic hair.

dataset/captions/003.txt

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+The subject has now lifted her shirt to reveal her perky breasts. She has pierced nipples and a toned stomach. Maintain identical subject placement, camera angle, framing, and perspective. Only change her outfit to have her breasts fully exposed.

dataset/captions/004.txt

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+Remove every piece of clothing from the subject. The subject is now fully naked and has slightly shifted their pose. Her small perky tits and bare crotch are now exposed as well as her stomach piercing. Maintain identical subject placement, camera angle, framing, and perspective. Only remove every piece of clothing.

dataset/captions/005.txt

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+Show the subject in a different photo. All of her clothes are now removed. She is standing in front of a plain beige wall. She has medium sized breasts and a clean shaven vagina. Make sure to maintain the same subject identity.

dataset/captions/006.txt

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+Remove all of the clothing from the subject. The subject is now fully naked revealing her small perky breasts, her pink nipples and her shaved vagina. She has a tattoo with a start motive on her lower body. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/007.txt

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+Remove every piece of clothing from the subject. The subject is now fully nude, her small breasts and clean shaven vagina on full display. She has slightly changed her pose. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/008.txt

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+The image now looks like a different image of the same subject. She has taken off her bra to reveal her large breasts and stiff nipples. Maintain identical camera angle, framing, and perspective.

dataset/captions/009.txt

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+Completely remove the subjects clothes. The woman is now completely naked posing for another photo. She has medium sized breasts, a clean shaven vagina and a small rectangular tattoo on her lower body. Maintain identical camera angle, framing, and perspective.

dataset/captions/010.txt

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+All of the subjects clothes are now removed except for her shoes. She is now completely naked, her large breasts and clean shaven vagina on full display. Maintain identical camera angle, framing, and perspective.

dataset/captions/011.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. Her large breasts and clean shaven vagina are fully exposed. She is standing in a slightly different pose. Maintain identical camera angle, framing, and perspective.

dataset/captions/012.txt

@@ -0,0 +1 @@
+The image now looks like another photo of the same subject. All of her clothes except for her necklace are now removed. She is posing completely naked, her medium sized breasts and clean shaven vagina on full display. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/013.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. She is posing completely naked with a hand in her hair. She has medium sized breasts, large round nipples, a clean shaven vagina and a shiny belly-button piercing. Maintain identical camera angle, framing, and perspective.

dataset/captions/014.txt

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+Remove every piece of clothing from the subject. The woman is now completely naked, her small breasts and shaved vagina now fully exposed. She has soft tan lines. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/015.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. She is completely naked, exposing her small breasts and pubic hair. Maintain identical camera angle, framing, and perspective.

dataset/captions/016.txt

@@ -0,0 +1 @@
+The image now looks like a different image of the same subject. She is now completely naked, her small breasts and pubic hair fully visible. She is looking down at the floor in shame. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/017.txt

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+All of the subjects clothes except for her panties are now removed. She is now posing naked. She has small perky breasts, pierced nipples and belly-button. Maintain identical subject placement, camera angle, framing, and perspective, only remove the subject clothes.

dataset/captions/018.txt

@@ -0,0 +1 @@
+The image now looks like a different image of the same subject. All of her clothes are now removed. She is posing completely naked, her small breasts and clean shaven vagina on full display. She has a shiny belly-button piercing. Maintain identical camera angle, framing, and perspective.

dataset/captions/019.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now completely naked fully exposing her shaved vagina and large breasts with nipple and belly piercings. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/020.txt

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+The image now looks like a different photo of the same subject. She is now lifting her shirt to expose her large breasts and pink nipples while biting her lower lip seductively. Maintain identical subject placement, camera angle, framing, and perspective, only change the subjects expression and expose her breasts.

dataset/captions/021.txt

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+Completely remove the subjects clothes. She is now completely naked, her large breasts and clean shaven vagina exposed. Maintain identical subject placement, camera angle, framing, and perspective, only remove the subjects clothes.

dataset/captions/022.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now completely naked. She has large breasts with stiff nipples and a clean shaven vagina. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only remove her clothes.

dataset/captions/023.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now posing completely naked. Her small breasts and shaved vagina are now fully exposed. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/024.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. She has slightly shifted her pose. Her tiny breasts and clean shaven vagina are fully exposed. Maintain identical camera angle, framing, and perspective, only remove the subjects clothes and adjust their pose.

dataset/captions/025.txt

@@ -0,0 +1 @@
+Completely remove the subject clothes. She is now completely naked, her small breasts and clean shaven vagina fully exposed. She has a small belly-button piercing. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/026.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. She has now lifted her shirt to expose her large breasts and stiff nipples. Her head is now slightly tilted to the right. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only lift the subjects top to reveal her large breasts.

dataset/captions/027.txt

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+The image now looks like a different image of the same subject. She has now opened her shirt and pulled down her pants to expose her large breasts and clean shaven vagina. Maintain identical subject placement, camera angle, framing, and perspective, only adjust her outfit to expose her breasts and vagina.

dataset/captions/028.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing fully naked. Her large breasts and vagina with pubic hair are fully exposed. She has a small butterfly tattoo on her lower body. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only remove the subjects clothing to expose their naked body.

dataset/captions/029.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. Her small breasts and clean shaven vagina are on full display. Her pose has shifted to a playful yet seductive position. Maintain identical subject placement, camera angle, framing, and perspective, make sure to completely remove her clothes and keep her tattoos intact.

dataset/captions/030.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes except for their bag. She is now posing completely naked, her large breasts and clean shaven vagina on full display. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only fully remove the subjects clothes.

dataset/captions/031.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now posing completely naked. Her small breasts and vagina with pubic hair are now fully exposed. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only remove the subjects clothes.

dataset/captions/032.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. She has now lifted her shirt to expose her large breasts and stiff nipples. Her expression is now more playful. The rest of the image remains the same, only adjust her expression and her shirt to expose her large breasts. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/033.txt

@@ -0,0 +1 @@
+The image now looks like a different image of the same subject. She has pulled up her dress above her chest to reveal her medium sized breasts and clean shaven vagina. Her panties are hanging by her ankles. The rest of the image remains the same. Only adjust the subjects clothing to completely expose her naked body. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/034.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes have now been removed. She is seen posing completely naked, her small breasts and clean shaven vagina on full display. She has a wide smile on her face. Do not change anything else about the image, the setting should remain the same. Only remove the subjects clothes and adjust their expression. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/035.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. She is now sitting there completely naked. A slight bush of pubic hair above her vagina and her small breasts are now fully visible. She now has a wide smile on her face while she plays with her hair with one hand. Maintain identical subject placement, camera angle, framing, and perspective, only remove the subjects clothes.

dataset/captions/036.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing there completely naked. Her small breasts and vagina with slight pubic hair are fully exposed. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective, only remove her clothes, do not change anything else.

dataset/captions/037.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. She is posing completely naked. Her small breasts and clean shaven vagina are fully exposed. Her pose has shifted to a slightly more confident and sensual one. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/038.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing there completely naked. her small breasts and shaven vagina are now completely exposed. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/039.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. All of her clothes are now removed. Her small breasts and clean shaven vagina are fully exposed. Her white panties are hanging by her thighs. The rest of the image remains the same. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/040.txt

@@ -0,0 +1 @@
+Edit the image so the subject is now lifting her shirt to expose her small breasts and clean shaven vagina. The rest of the image remains the same. Only modify the subjects clothes to fully expose her breasts and vagina. Maintain identical subject placement, camera angle, framing, and perspective.

dataset/captions/041.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing completely naked, her small breasts and shaved vagina fully exposed. She now looks directly at the camera. Maintain identical subject placement, camera angle, framing, and perspective. Only remove all of the subjects clothes.

dataset/captions/042.txt

@@ -0,0 +1 @@
+The image now looks like a different image of the same subject. She has now pulled down her shirt to expose her medium sized breasts. Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only her shirt is now pulled down and her breasts and nipples exposed.

dataset/captions/043.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing completely naked, her small breasts and clean shaven vagina now fully exposed. She has a small rectangular tattoo on her lower body. Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only completely remove the subjects clothes.

dataset/captions/044.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. She is now standing further back in the room and all of her clothes are removed. Her small breasts, perky nipples and clean shaven vagina are fully exposed. She is standing in a seductive pose with a hand on her hip. Maintain identical camera angle, framing, and perspective.

dataset/captions/045.txt

@@ -0,0 +1 @@
+Completely remove the subjects clothes. She is now standing completely naked, her small breasts and shaved vagina fully exposed. Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only fully remove her clothes to expose her naked body.

dataset/captions/046.txt

@@ -0,0 +1 @@
+Remove the subjects shirt to expose her small perky breasts and nipples. Maintain identical subject placement, camera angle, framing, and perspective. Only remove her shirt to expose her naked breasts, the rest of the image stays exactly the same.

dataset/captions/047.txt

@@ -0,0 +1 @@
+The image now looks like a different photo of the same subject. She has pulled up her shirt to reveal her large breasts and is now wearing shiny yellow panties in place of her pants.Maintain identical subject placement, camera angle, framing, and perspective. The rest of the image remains the same, only change her clothes to reveal her large breasts and make her wear yellow panties.