MarcusAureliusSun commited on
Commit
ef593f4
·
verified ·
1 Parent(s): cee6480

Upload folder using huggingface_hub

Browse files
Files changed (37) hide show
  1. .gitattributes +11 -0
  2. klein-9b/lora/Beautiful Photo/XDSPRRZQ2X1VCNCY736HVJB1K0-mid_2565929-vid_2883188.csv +7 -0
  3. klein-9b/lora/Beautiful Photo/XDSPRRZQ2X1VCNCY736HVJB1K0-mid_2565929-vid_2883188.safetensors +3 -0
  4. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420070.jpeg +3 -0
  5. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420070.json +25 -0
  6. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420106.jpeg +3 -0
  7. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420106.json +24 -0
  8. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420186.jpeg +3 -0
  9. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420186.json +25 -0
  10. klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/model_dict-mid_2565929-vid_2883188.json +211 -0
  11. klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879966.jpeg +3 -0
  12. klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879966.json +27 -0
  13. klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879980.jpeg +3 -0
  14. klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879980.json +27 -0
  15. klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/model_dict-mid_2363566-vid_2658160.json +192 -0
  16. klein-9b/lora/Flux2 Klein face expression transfer/fefk9001-mid_2363566-vid_2658160.csv +7 -0
  17. klein-9b/lora/Flux2 Klein face expression transfer/fefk9001-mid_2363566-vid_2658160.safetensors +3 -0
  18. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127729957.jpeg +3 -0
  19. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127729957.json +44 -0
  20. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127736462.jpeg +3 -0
  21. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127736462.json +44 -0
  22. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127819113.json +30 -0
  23. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127819113.mp4 +3 -0
  24. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/model_dict-mid_2548669-vid_2864208.json +606 -0
  25. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/fusion2250-mid_2548669-vid_2864208.csv +7 -0
  26. klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/fusion2250-mid_2548669-vid_2864208.safetensors +3 -0
  27. klein-9b/lora/Mannequins & Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)/extra_data-vid_2689061/121058738.jpeg +0 -0
  28. klein-9b/lora/Mannequins & Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)/extra_data-vid_2689061/model_dict-mid_2191265-vid_2689061.json +9 -9
  29. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/KleinBase9B_TransferHairStyle-mid_2533253-vid_2847042.csv +7 -0
  30. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/KleinBase9B_TransferHairStyle-mid_2533253-vid_2847042.safetensors +3 -0
  31. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127133968.jpeg +3 -0
  32. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127133968.json +43 -0
  33. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134085.jpeg +3 -0
  34. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134085.json +43 -0
  35. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134108.jpeg +3 -0
  36. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134108.json +43 -0
  37. klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/model_dict-mid_2533253-vid_2847042.json +251 -0
.gitattributes CHANGED
@@ -293,3 +293,14 @@ ltx23/lora/LTX-2.3-Phut[[:space:]]hon[[:space:]]dance/extra_data-vid_2806861/125
293
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743639.mp4 filter=lfs diff=lfs merge=lfs -text
294
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743647.mp4 filter=lfs diff=lfs merge=lfs -text
295
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743666.mp4 filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
293
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743639.mp4 filter=lfs diff=lfs merge=lfs -text
294
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743647.mp4 filter=lfs diff=lfs merge=lfs -text
295
  ltx23/lora/LTX[[:space:]]2.3[[:space:]]-[[:space:]]Claymation[[:space:]]Style/extra_data-vid_2839415/126743666.mp4 filter=lfs diff=lfs merge=lfs -text
296
+ klein-9b/lora/Beautiful[[:space:]]Photo/extra_data-vid_2883188/128420070.jpeg filter=lfs diff=lfs merge=lfs -text
297
+ klein-9b/lora/Beautiful[[:space:]]Photo/extra_data-vid_2883188/128420106.jpeg filter=lfs diff=lfs merge=lfs -text
298
+ klein-9b/lora/Beautiful[[:space:]]Photo/extra_data-vid_2883188/128420186.jpeg filter=lfs diff=lfs merge=lfs -text
299
+ klein-9b/lora/Flux2[[:space:]]Klein[[:space:]]face[[:space:]]expression[[:space:]]transfer/extra_data-vid_2658160/119879966.jpeg filter=lfs diff=lfs merge=lfs -text
300
+ klein-9b/lora/Flux2[[:space:]]Klein[[:space:]]face[[:space:]]expression[[:space:]]transfer/extra_data-vid_2658160/119879980.jpeg filter=lfs diff=lfs merge=lfs -text
301
+ klein-9b/lora/Image[[:space:]]Blend[[:space:]]Fusion[[:space:]]for[[:space:]]Flux.2[[:space:]]Klein[[:space:]]4B[[:space:]]&[[:space:]]9B[[:space:]]Edit/extra_data-vid_2864208/127729957.jpeg filter=lfs diff=lfs merge=lfs -text
302
+ klein-9b/lora/Image[[:space:]]Blend[[:space:]]Fusion[[:space:]]for[[:space:]]Flux.2[[:space:]]Klein[[:space:]]4B[[:space:]]&[[:space:]]9B[[:space:]]Edit/extra_data-vid_2864208/127736462.jpeg filter=lfs diff=lfs merge=lfs -text
303
+ klein-9b/lora/Image[[:space:]]Blend[[:space:]]Fusion[[:space:]]for[[:space:]]Flux.2[[:space:]]Klein[[:space:]]4B[[:space:]]&[[:space:]]9B[[:space:]]Edit/extra_data-vid_2864208/127819113.mp4 filter=lfs diff=lfs merge=lfs -text
304
+ klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127133968.jpeg filter=lfs diff=lfs merge=lfs -text
305
+ klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127134085.jpeg filter=lfs diff=lfs merge=lfs -text
306
+ klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127134108.jpeg filter=lfs diff=lfs merge=lfs -text
klein-9b/lora/Beautiful Photo/XDSPRRZQ2X1VCNCY736HVJB1K0-mid_2565929-vid_2883188.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ hash_name, hash_id
2
+ AutoV1, 2A024C93
3
+ AutoV2, FCE3C53F9C
4
+ SHA256, FCE3C53F9C16C5C5931E72E7C4EFC867426406B0CE7A7D9800E9A1181B77C73A
5
+ CRC32, CEC285BD
6
+ BLAKE3, 25B97B14794B8B116E8C40EC4BBFDF213B5908B4CAAC1CF9680C1382C6E391C0
7
+ AutoV3, 8DFF5A20AD1E
klein-9b/lora/Beautiful Photo/XDSPRRZQ2X1VCNCY736HVJB1K0-mid_2565929-vid_2883188.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fce3c53f9c16c5c5931e72e7c4efc867426406b0ce7a7d9800e9a1181b77c73a
3
+ size 165705640
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420070.jpeg ADDED

Git LFS Details

  • SHA256: 60bbd763f9cb0c616ea3573480f5feb6d1441b2f69a09c9252dc8f6278d944e3
  • Pointer size: 131 Bytes
  • Size of remote file: 267 kB
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420070.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5c1a4f23-1c48-4041-a89a-9d5a5aa953d7/original=true/128420070.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 960,
5
+ "height": 1280,
6
+ "hash": "UCLUy-v##m-U4Sj?r?X80KxZ9[SgDObat6of",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UCLUy-v##m-U4Sj?r?X80KxZ9[SgDObat6of",
10
+ "size": 267300,
11
+ "width": 960,
12
+ "height": 1280,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "prompt": "beautiful photo; landscape, \nA black cat walking fast to the left on the red snow. \nthe cat is blurred.\nthe background is the urban buildings."
19
+ },
20
+ "availability": "Public",
21
+ "hasMeta": true,
22
+ "hasPositivePrompt": true,
23
+ "onSite": false,
24
+ "remixOfId": null
25
+ }
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420106.jpeg ADDED

Git LFS Details

  • SHA256: aaae878bc69cfea5ecacd75ad0f9fb29a91658614a84069140493daa76ca8130
  • Pointer size: 131 Bytes
  • Size of remote file: 213 kB
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420106.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ee67bace-c003-4ed1-8d27-f9317258d6c6/original=true/128420106.jpeg",
3
+ "nsfwLevel": 2,
4
+ "width": 960,
5
+ "height": 1280,
6
+ "hash": "U27ThC0w0}z;pMMbEg=y0j;L}TKk0#-o,nFz",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "U27ThC0w0}z;pMMbEg=y0j;L}TKk0#-o,nFz",
10
+ "size": 213150,
11
+ "width": 960,
12
+ "height": 1280
13
+ },
14
+ "minor": false,
15
+ "poi": false,
16
+ "meta": {
17
+ "prompt": "beautiful photo; low-angle shot, dark hue.\na cute flower with a chic red head woman."
18
+ },
19
+ "availability": "Public",
20
+ "hasMeta": true,
21
+ "hasPositivePrompt": true,
22
+ "onSite": false,
23
+ "remixOfId": null
24
+ }
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420186.jpeg ADDED

Git LFS Details

  • SHA256: 6f51389ec23560fc109dbc01d0c1616af09dcd158d3835e5a2828b9017608346
  • Pointer size: 131 Bytes
  • Size of remote file: 307 kB
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/128420186.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2b182721-e8a3-4c13-bf87-17553025a53d/original=true/128420186.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 960,
5
+ "height": 1280,
6
+ "hash": "U7DlyWIV00M_00Rj~Wxu${%2?bbc?cs:9FNG",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "U7DlyWIV00M_00Rj~Wxu${%2?bbc?cs:9FNG",
10
+ "size": 307171,
11
+ "width": 960,
12
+ "height": 1280,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "prompt": "beautiful photo; a young monkey on a living room, reading a document, with flash lighting, a casual interior."
19
+ },
20
+ "availability": "Public",
21
+ "hasMeta": true,
22
+ "hasPositivePrompt": true,
23
+ "onSite": false,
24
+ "remixOfId": null
25
+ }
klein-9b/lora/Beautiful Photo/extra_data-vid_2883188/model_dict-mid_2565929-vid_2883188.json ADDED
@@ -0,0 +1,211 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 2565929,
3
+ "name": "Beautiful Photo",
4
+ "description": "<p>this lora adds a slight aesthetics.</p>",
5
+ "allowNoCredit": false,
6
+ "allowCommercialUse": "{RentCivit}",
7
+ "allowDerivatives": false,
8
+ "allowDifferentLicense": true,
9
+ "type": "LORA",
10
+ "minor": false,
11
+ "sfwOnly": false,
12
+ "poi": false,
13
+ "nsfw": false,
14
+ "nsfwLevel": 3,
15
+ "availability": "Public",
16
+ "userId": 3552124,
17
+ "cosmetic": null,
18
+ "supportsGeneration": true,
19
+ "stats": {
20
+ "downloadCount": 0,
21
+ "thumbsUpCount": 0,
22
+ "thumbsDownCount": 0,
23
+ "commentCount": 0,
24
+ "tippedAmountCount": 0
25
+ },
26
+ "creator": {
27
+ "username": "AS193SE",
28
+ "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/86574620-0e13-454b-ae4a-ec674aebd1c0/width=96/AS193SE.jpeg"
29
+ },
30
+ "tags": [
31
+ "style"
32
+ ],
33
+ "modelVersions": [
34
+ {
35
+ "id": 2883188,
36
+ "index": 0,
37
+ "name": "slight",
38
+ "baseModel": "Flux.2 Klein 9B-base",
39
+ "baseModelType": "Standard",
40
+ "createdAt": "2026-04-23T01:24:16.033Z",
41
+ "publishedAt": "2026-04-24T01:17:31.315Z",
42
+ "status": "Published",
43
+ "availability": "Public",
44
+ "nsfwLevel": 3,
45
+ "trainedWords": [
46
+ "beautiful photo; "
47
+ ],
48
+ "covered": true,
49
+ "stats": {
50
+ "downloadCount": 0,
51
+ "thumbsUpCount": 0,
52
+ "thumbsDownCount": 0
53
+ },
54
+ "files": [
55
+ {
56
+ "id": 2765504,
57
+ "sizeKB": 161821.9140625,
58
+ "name": "XDSPRRZQ2X1VCNCY736HVJB1K0.safetensors",
59
+ "type": "Model",
60
+ "pickleScanResult": "Success",
61
+ "pickleScanMessage": "No Pickle imports",
62
+ "virusScanResult": "Success",
63
+ "virusScanMessage": null,
64
+ "scannedAt": "2026-04-24T10:15:02.171Z",
65
+ "metadata": {
66
+ "format": "SafeTensor"
67
+ },
68
+ "hashes": {
69
+ "AutoV1": "2A024C93",
70
+ "AutoV2": "FCE3C53F9C",
71
+ "SHA256": "FCE3C53F9C16C5C5931E72E7C4EFC867426406B0CE7A7D9800E9A1181B77C73A",
72
+ "CRC32": "CEC285BD",
73
+ "BLAKE3": "25B97B14794B8B116E8C40EC4BBFDF213B5908B4CAAC1CF9680C1382C6E391C0",
74
+ "AutoV3": "8DFF5A20AD1E"
75
+ },
76
+ "downloadUrl": "https://civitai.com/api/download/models/2883188",
77
+ "primary": true
78
+ }
79
+ ],
80
+ "images": [
81
+ {
82
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ee67bace-c003-4ed1-8d27-f9317258d6c6/original=true/128420106.jpeg",
83
+ "nsfwLevel": 2,
84
+ "width": 960,
85
+ "height": 1280,
86
+ "hash": "U27ThC0w0}z;pMMbEg=y0j;L}TKk0#-o,nFz",
87
+ "type": "image",
88
+ "minor": false,
89
+ "poi": false,
90
+ "hasMeta": true,
91
+ "hasPositivePrompt": true,
92
+ "onSite": false,
93
+ "remixOfId": null
94
+ },
95
+ {
96
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5c1a4f23-1c48-4041-a89a-9d5a5aa953d7/original=true/128420070.jpeg",
97
+ "nsfwLevel": 1,
98
+ "width": 960,
99
+ "height": 1280,
100
+ "hash": "UCLUy-v##m-U4Sj?r?X80KxZ9[SgDObat6of",
101
+ "type": "image",
102
+ "minor": false,
103
+ "poi": false,
104
+ "hasMeta": true,
105
+ "hasPositivePrompt": true,
106
+ "onSite": false,
107
+ "remixOfId": null
108
+ },
109
+ {
110
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2b182721-e8a3-4c13-bf87-17553025a53d/original=true/128420186.jpeg",
111
+ "nsfwLevel": 1,
112
+ "width": 960,
113
+ "height": 1280,
114
+ "hash": "U7DlyWIV00M_00Rj~Wxu${%2?bbc?cs:9FNG",
115
+ "type": "image",
116
+ "minor": false,
117
+ "poi": false,
118
+ "hasMeta": true,
119
+ "hasPositivePrompt": true,
120
+ "onSite": false,
121
+ "remixOfId": null
122
+ },
123
+ {
124
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/aad4f3cd-d9dd-4dc2-97ef-cc43b69a661b/original=true/128420245.jpeg",
125
+ "nsfwLevel": 2,
126
+ "width": 960,
127
+ "height": 1280,
128
+ "hash": "U57d]]W;bd%#_M%MxvtS4Ttm%Mr;8_t8xat3",
129
+ "type": "image",
130
+ "minor": false,
131
+ "poi": false,
132
+ "hasMeta": true,
133
+ "hasPositivePrompt": true,
134
+ "onSite": false,
135
+ "remixOfId": null
136
+ },
137
+ {
138
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/415a9ac7-fd4b-4682-b0f5-7106dbc9b0cb/original=true/128420293.jpeg",
139
+ "nsfwLevel": 2,
140
+ "width": 960,
141
+ "height": 1280,
142
+ "hash": "U69P}_}=0f0h0158%L^joe-o$%Ioxuj[IpEM",
143
+ "type": "image",
144
+ "minor": false,
145
+ "poi": false,
146
+ "hasMeta": true,
147
+ "hasPositivePrompt": true,
148
+ "onSite": false,
149
+ "remixOfId": null
150
+ },
151
+ {
152
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/207b3ccf-f27c-4fed-8cc5-3e8141c8797b/original=true/128419982.jpeg",
153
+ "nsfwLevel": 1,
154
+ "width": 1024,
155
+ "height": 1024,
156
+ "hash": "URBzXdY$:+DQvh#SXSpHAar^I;v~OYJUr=Rj",
157
+ "type": "image",
158
+ "minor": false,
159
+ "poi": false,
160
+ "hasMeta": true,
161
+ "hasPositivePrompt": true,
162
+ "onSite": false,
163
+ "remixOfId": null
164
+ },
165
+ {
166
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/53d5afa7-4d10-474d-84f8-29d2c20ba8b0/original=true/128531446.jpeg",
167
+ "nsfwLevel": 2,
168
+ "width": 960,
169
+ "height": 1280,
170
+ "hash": "UQF$Fm0M?a4n.TNfM_V@krV@oLS4V@WAozt7",
171
+ "type": "image",
172
+ "minor": false,
173
+ "poi": false,
174
+ "hasMeta": true,
175
+ "hasPositivePrompt": true,
176
+ "onSite": false,
177
+ "remixOfId": null
178
+ },
179
+ {
180
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/89cc8f30-854d-437a-8774-1971e886142a/original=true/128652766.jpeg",
181
+ "nsfwLevel": 1,
182
+ "width": 720,
183
+ "height": 1280,
184
+ "hash": "UDEy3,0K-p^,lo-6WBtR8_-pIoD%D%EhxGxZ",
185
+ "type": "image",
186
+ "minor": false,
187
+ "poi": false,
188
+ "hasMeta": true,
189
+ "hasPositivePrompt": true,
190
+ "onSite": false,
191
+ "remixOfId": null
192
+ },
193
+ {
194
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7077c51f-be83-4747-88aa-ad74b80825a6/original=true/128767578.jpeg",
195
+ "nsfwLevel": 2,
196
+ "width": 960,
197
+ "height": 1280,
198
+ "hash": "UIFOM$WU-5-o~BxZI:nj$xtRbbNG?Fj[RjWV",
199
+ "type": "image",
200
+ "minor": false,
201
+ "poi": false,
202
+ "hasMeta": true,
203
+ "hasPositivePrompt": true,
204
+ "onSite": false,
205
+ "remixOfId": null
206
+ }
207
+ ],
208
+ "downloadUrl": "https://civitai.com/api/download/models/2883188"
209
+ }
210
+ ]
211
+ }
klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879966.jpeg ADDED

Git LFS Details

  • SHA256: 445d515c331f3a9bdb0de75042b9b730d52d164ff0174a43f65df0d49a3bb1fd
  • Pointer size: 132 Bytes
  • Size of remote file: 8.7 MB
klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879966.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/60fa0ad4-7601-442b-86fb-e20e8124ed24/original=true/119879966.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 3048,
5
+ "height": 1024,
6
+ "hash": "UIN]wtog0e9E_MofMxMcF2bHIVNK~WjZSht7",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UIN]wtog0e9E_MofMxMcF2bHIVNK~WjZSht7",
10
+ "size": 8695861,
11
+ "width": 3048,
12
+ "height": 1024,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "steps": 4,
19
+ "prompt": "transfer character face expression in image1 with character face expression in image2",
20
+ "cfgScale": 1
21
+ },
22
+ "availability": "Public",
23
+ "hasMeta": true,
24
+ "hasPositivePrompt": true,
25
+ "onSite": false,
26
+ "remixOfId": null
27
+ }
klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879980.jpeg ADDED

Git LFS Details

  • SHA256: 1a5b22e4b194d383bd697ecab7eccffaddbb9d9e5204640152f6ebb2e6e3323a
  • Pointer size: 132 Bytes
  • Size of remote file: 7.12 MB
klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/119879980.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b822a8f6-3e97-4dc7-b65e-6e4de9dd118c/original=true/119879980.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 3016,
5
+ "height": 1152,
6
+ "hash": "UeKx3ht6~qR*t7of%2j[IUWBaeWB-;j[t7ay",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UeKx3ht6~qR*t7of%2j[IUWBaeWB-;j[t7ay",
10
+ "size": 7122216,
11
+ "width": 3016,
12
+ "height": 1152,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "steps": 4,
19
+ "prompt": "transfer character face expression in image1 with character face expression in image2",
20
+ "cfgScale": 1
21
+ },
22
+ "availability": "Public",
23
+ "hasMeta": true,
24
+ "hasPositivePrompt": true,
25
+ "onSite": false,
26
+ "remixOfId": null
27
+ }
klein-9b/lora/Flux2 Klein face expression transfer/extra_data-vid_2658160/model_dict-mid_2363566-vid_2658160.json ADDED
@@ -0,0 +1,192 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 2363566,
3
+ "name": "Flux2 Klein face expression transfer",
4
+ "description": "<h1 id=\"face-expression-transfer\"><strong>face expression transfer</strong></h1><p>This is a model that transfers facial expressions from a reference image. It has been primarily trained for transfers between illustrations and is not very good at transfers between realistic images and illustrations.</p><p>The success rate is higher if the source image and reference image have similar face directions, eye colors, and art styles.</p><p></p><p>for Flux Klein 9B/4B</p><p>Trigger:</p><pre><code>transfer character face expression in image1 with character face expression in image2</code></pre><p>If the eyes color changes, please add the following words:</p><pre><code>keep eyes color of image1</code></pre><p></p>",
5
+ "allowNoCredit": true,
6
+ "allowCommercialUse": "{Image,RentCivit,Rent,Sell}",
7
+ "allowDerivatives": true,
8
+ "allowDifferentLicense": true,
9
+ "type": "LORA",
10
+ "minor": false,
11
+ "sfwOnly": false,
12
+ "poi": false,
13
+ "nsfw": false,
14
+ "nsfwLevel": 1,
15
+ "availability": "Public",
16
+ "userId": 8144181,
17
+ "cosmetic": null,
18
+ "supportsGeneration": true,
19
+ "stats": {
20
+ "downloadCount": 534,
21
+ "thumbsUpCount": 48,
22
+ "thumbsDownCount": 0,
23
+ "commentCount": 0,
24
+ "tippedAmountCount": 300
25
+ },
26
+ "creator": {
27
+ "username": "seedingseed",
28
+ "image": "https://cdn.discordapp.com/embed/avatars/0.png"
29
+ },
30
+ "tags": [
31
+ "character",
32
+ "face expression"
33
+ ],
34
+ "modelVersions": [
35
+ {
36
+ "id": 2658175,
37
+ "index": 0,
38
+ "name": "4B v1.0",
39
+ "baseModel": "Flux.2 Klein 4B",
40
+ "baseModelType": "Standard",
41
+ "createdAt": "2026-02-04T02:59:24.734Z",
42
+ "publishedAt": "2026-02-04T03:00:42.457Z",
43
+ "status": "Published",
44
+ "availability": "Public",
45
+ "nsfwLevel": 1,
46
+ "trainedWords": [
47
+ "transfer character face expression in image1 with character face expression in image2"
48
+ ],
49
+ "covered": true,
50
+ "stats": {
51
+ "downloadCount": 260,
52
+ "thumbsUpCount": 32,
53
+ "thumbsDownCount": 0
54
+ },
55
+ "files": [
56
+ {
57
+ "id": 2545223,
58
+ "sizeKB": 90269.640625,
59
+ "name": "fefk4002.safetensors",
60
+ "type": "Model",
61
+ "pickleScanResult": "Success",
62
+ "pickleScanMessage": "No Pickle imports",
63
+ "virusScanResult": "Success",
64
+ "virusScanMessage": null,
65
+ "scannedAt": "2026-02-04T03:00:52.295Z",
66
+ "metadata": {
67
+ "format": "SafeTensor"
68
+ },
69
+ "hashes": {
70
+ "AutoV1": "2022CF30",
71
+ "AutoV2": "7C4BBA7BA2",
72
+ "SHA256": "7C4BBA7BA2605A3FA4DF4ECA19EC82803B563087E8DEF13684FE23DD1D24DAD4",
73
+ "CRC32": "79CE982B",
74
+ "BLAKE3": "C95D3CCCA38C3948BD05DD96A0A6DCD2875B0903E38A8109EA4BD535EE6CA665",
75
+ "AutoV3": "96E7BCF43A87"
76
+ },
77
+ "downloadUrl": "https://civitai.com/api/download/models/2658175",
78
+ "primary": true
79
+ }
80
+ ],
81
+ "images": [
82
+ {
83
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d949db01-3930-4228-a24d-d41dec137f95/original=true/119880134.jpeg",
84
+ "nsfwLevel": 1,
85
+ "width": 3048,
86
+ "height": 1024,
87
+ "hash": "UIO3OaV]4.4-_MofMxMcAaf+IVNK~WjYS#t7",
88
+ "type": "image",
89
+ "minor": false,
90
+ "poi": false,
91
+ "hasMeta": true,
92
+ "hasPositivePrompt": true,
93
+ "onSite": false,
94
+ "remixOfId": null
95
+ },
96
+ {
97
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dfd7b677-6f25-4c07-999a-731481573e08/original=true/119880135.jpeg",
98
+ "nsfwLevel": 1,
99
+ "width": 3026,
100
+ "height": 1152,
101
+ "hash": "UeKx3ht7~qR*t7of%2j[IUWBaeWB-;j[t7ay",
102
+ "type": "image",
103
+ "minor": false,
104
+ "poi": false,
105
+ "hasMeta": true,
106
+ "hasPositivePrompt": true,
107
+ "onSite": false,
108
+ "remixOfId": null
109
+ }
110
+ ],
111
+ "downloadUrl": "https://civitai.com/api/download/models/2658175"
112
+ },
113
+ {
114
+ "id": 2658160,
115
+ "index": 1,
116
+ "name": "9B v1.0",
117
+ "baseModel": "Flux.2 Klein 9B",
118
+ "baseModelType": "Standard",
119
+ "createdAt": "2026-02-04T02:54:25.097Z",
120
+ "publishedAt": "2026-02-04T02:59:00.429Z",
121
+ "status": "Published",
122
+ "availability": "Public",
123
+ "nsfwLevel": 1,
124
+ "trainedWords": [
125
+ "transfer character face expression in image1 with character face expression in image2"
126
+ ],
127
+ "covered": true,
128
+ "stats": {
129
+ "downloadCount": 274,
130
+ "thumbsUpCount": 20,
131
+ "thumbsDownCount": 0
132
+ },
133
+ "files": [
134
+ {
135
+ "id": 2545210,
136
+ "sizeKB": 161833.1484375,
137
+ "name": "fefk9001.safetensors",
138
+ "type": "Model",
139
+ "pickleScanResult": "Success",
140
+ "pickleScanMessage": "No Pickle imports",
141
+ "virusScanResult": "Success",
142
+ "virusScanMessage": null,
143
+ "scannedAt": "2026-02-04T02:56:01.675Z",
144
+ "metadata": {
145
+ "format": "SafeTensor"
146
+ },
147
+ "hashes": {
148
+ "AutoV1": "B933EB71",
149
+ "AutoV2": "CD41CCDC4B",
150
+ "SHA256": "CD41CCDC4BDA3D64D4E20F8986AFA26FB6C5227E4C07E5A8ED304A8D892A4ABF",
151
+ "CRC32": "EFE2DD43",
152
+ "BLAKE3": "34D5A6BE3D9BF49FE8B06F6EA1218DF4A1120CC580C2154E1B86CB5DEA28B97B",
153
+ "AutoV3": "BF5E8D3E916D"
154
+ },
155
+ "downloadUrl": "https://civitai.com/api/download/models/2658160",
156
+ "primary": true
157
+ }
158
+ ],
159
+ "images": [
160
+ {
161
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/60fa0ad4-7601-442b-86fb-e20e8124ed24/original=true/119879966.jpeg",
162
+ "nsfwLevel": 1,
163
+ "width": 3048,
164
+ "height": 1024,
165
+ "hash": "UIN]wtog0e9E_MofMxMcF2bHIVNK~WjZSht7",
166
+ "type": "image",
167
+ "minor": false,
168
+ "poi": false,
169
+ "hasMeta": true,
170
+ "hasPositivePrompt": true,
171
+ "onSite": false,
172
+ "remixOfId": null
173
+ },
174
+ {
175
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b822a8f6-3e97-4dc7-b65e-6e4de9dd118c/original=true/119879980.jpeg",
176
+ "nsfwLevel": 1,
177
+ "width": 3016,
178
+ "height": 1152,
179
+ "hash": "UeKx3ht6~qR*t7of%2j[IUWBaeWB-;j[t7ay",
180
+ "type": "image",
181
+ "minor": false,
182
+ "poi": false,
183
+ "hasMeta": true,
184
+ "hasPositivePrompt": true,
185
+ "onSite": false,
186
+ "remixOfId": null
187
+ }
188
+ ],
189
+ "downloadUrl": "https://civitai.com/api/download/models/2658160"
190
+ }
191
+ ]
192
+ }
klein-9b/lora/Flux2 Klein face expression transfer/fefk9001-mid_2363566-vid_2658160.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ hash_name, hash_id
2
+ AutoV1, B933EB71
3
+ AutoV2, CD41CCDC4B
4
+ SHA256, CD41CCDC4BDA3D64D4E20F8986AFA26FB6C5227E4C07E5A8ED304A8D892A4ABF
5
+ CRC32, EFE2DD43
6
+ BLAKE3, 34D5A6BE3D9BF49FE8B06F6EA1218DF4A1120CC580C2154E1B86CB5DEA28B97B
7
+ AutoV3, BF5E8D3E916D
klein-9b/lora/Flux2 Klein face expression transfer/fefk9001-mid_2363566-vid_2658160.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd41ccdc4bda3d64d4e20f8986afa26fb6c5227e4c07e5a8ed304a8d892a4abf
3
+ size 165717144
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127729957.jpeg ADDED

Git LFS Details

  • SHA256: 43a42c047fab65e09493d71c3214e44554d55c5507076a10ac3f814b08efa8c2
  • Pointer size: 132 Bytes
  • Size of remote file: 1.65 MB
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127729957.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/31110c4e-fd9e-4478-bcef-6a2678d23b2d/original=true/127729957.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 912,
5
+ "height": 1360,
6
+ "hash": "UjHBPht7n$WY~WofoeWXtmWXbboLJ:R*R*s.",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UjHBPht7n$WY~WofoeWXtmWXbboLJ:R*R*s.",
10
+ "size": 1649738,
11
+ "width": 912,
12
+ "height": 1360,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "seed": 1056666076626129,
19
+ "vaes": [
20
+ "flux2-vae.safetensors"
21
+ ],
22
+ "Model": "flux-2-klein-9b-fp8",
23
+ "comfy": "{\"prompt\": {\"76\": {\"inputs\": {\"image\": \"pasted/image (3226).png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"9bfa8f7d8e33e85ddb69c0a4bc603cbe1501ffb91aef025428240f9d583e490f\"]}, \"94\": {\"inputs\": {\"filename_prefix\": \"Flux2-Klein\", \"images\": [\"120:106\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"100\": {\"inputs\": {\"A\": [\"120:111\", 0], \"B\": [\"120:106\", 0]}, \"class_type\": \"iToolsCompareImage\", \"_meta\": {\"title\": \"iTools Image Compare \\ud83d\\udd0d\"}}, \"132\": {\"inputs\": {\"image\": [\"120:106\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"120:105\": {\"inputs\": {\"noise\": [\"120:119\", 0], \"guider\": [\"120:104\", 0], \"sampler\": [\"120:103\", 0], \"sigmas\": [\"120:117\", 0], \"latent_image\": [\"120:115\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"120:115\": {\"inputs\": {\"width\": [\"120:116\", 0], \"height\": [\"120:116\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"120:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"120:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"120:104\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"120:141\", 0], \"positive\": [\"120:113:77\", 0], \"negative\": [\"120:113:136\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"120:113:136\": {\"inputs\": {\"conditioning\": [\"120:135\", 0], \"latent\": [\"120:113:78\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"120:113:78\": {\"inputs\": {\"pixels\": [\"120:111\", 0], \"vae\": [\"120:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"120:113:77\": {\"inputs\": {\"conditioning\": [\"120:109\", 0], \"latent\": [\"120:113:78\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"120:116\": {\"inputs\": {\"image\": [\"120:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"120:106\": {\"inputs\": {\"samples\": [\"120:105\", 0], \"vae\": [\"120:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"120:141\": {\"inputs\": {\"lora_name\": \"F2K9B\\\\klein_snofs_v1_3.safetensors\", \"strength_model\": 0.0, \"model\": [\"120:140\", 0]}, \"class_type\": \"LoraLoaderModelOnly\", \"_meta\": {\"title\": \"Load LoRA\"}}, \"120:109\": {\"inputs\": {\"text\": \"blend the statue into the image seamlessly\", \"clip\": [\"120:108\", 0]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"120:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"120:135\": {\"inputs\": {\"text\": \"\", \"clip\": [\"120:108\", 0]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"120:117\": {\"inputs\": {\"steps\": 3, \"width\": [\"120:116\", 0], \"height\": [\"120:116\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"120:140\": {\"inputs\": {\"lora_name\": \"F2K9B\\\\fusion2250.safetensors\", \"strength_model\": 1.0, \"model\": [\"120:107\", 0]}, \"class_type\": \"LoraLoaderModelOnly\", \"_meta\": {\"title\": \"Load LoRA\"}}, \"120:119\": {\"inputs\": {\"noise_seed\": 1056666076626129}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"120:111\": {\"inputs\": {\"upscale_method\": \"lanczos\", \"megapixels\": 1.2, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"120:103\": {\"inputs\": {\"sampler_name\": \"dpmpp_sde\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}}, \"workflow\": {\"id\": \"88a89c64-6b6a-4972-b501-d4ecbb5a0ec0\", \"revision\": 0, \"last_node_id\": 144, \"last_link_id\": 244, \"nodes\": [{\"id\": 98, \"type\": \"MarkdownNote\", \"pos\": [520, 670], \"size\": [210, 88], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"title\": \"Note\", \"properties\": {}, \"widgets_values\": [\"Click on the top-right corner of the node to open the [subgraph](https://docs.comfy.org/interface/features/subgraph) \\n\\ud83d\\udc47\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-680.87519460681, 840.1934199834963], \"size\": [480, 610], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the models.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 diffusion_models/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 flux-2-klein-9b-fp8.safetensors\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502 \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 94, \"type\": \"SaveImage\", \"pos\": [1630.7369497061386, 1422.1712999999988], \"size\": [236.6199999999999, 507.3467666666667], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 212}], \"outputs\": [], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"SaveImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"Flux2-Klein\"]}, {\"id\": 132, \"type\": \"GetImageSize\", \"pos\": [1210.4936173315175, 1479.7311115989578], \"size\": [187.5, 124], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"image\", \"type\": \"IMAGE\", \"link\": 238}], \"outputs\": [{\"name\": \"width\", \"type\": \"INT\", \"links\": [235]}, {\"name\": \"height\", \"type\": \"INT\", \"links\": [236]}, {\"name\": \"batch_size\", \"type\": \"INT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"GetImageSize\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 133, \"type\": \"LoadImage\", \"pos\": [-31.875248359670636, 1629.9815636137357], \"size\": [282.798828125, 314], \"flags\": {}, \"order\": 2, \"mode\": 4, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [241]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.16.4\", \"Node name for S&R\": \"LoadImage\"}, \"widgets_values\": [\"(7520658).jpg\", \"image\"]}, {\"id\": 131, \"type\": \"SSBeforeAndAfterVideo\", \"pos\": [1204.716436981048, 1661.6261476974003], \"size\": [270, 294], \"flags\": {}, \"order\": 8, \"mode\": 4, \"inputs\": [{\"name\": \"before_image\", \"type\": \"IMAGE\", \"link\": 240}, {\"name\": \"after_image\", \"type\": \"IMAGE\", \"link\": 239}, {\"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 235}, {\"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 236}], \"outputs\": [{\"name\": \"video_path\", \"type\": \"STRING\", \"links\": null}, {\"name\": \"preview_frame\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfyui_ssbeforeafternode\", \"ver\": \"1.1.4\", \"Node name for S&R\": \"SSBeforeAndAfterVideo\"}, \"widgets_values\": [\"wipe_from_left\", 15, 512, 512, \"/output/bafter\", \"bafter\", 1.5, 1, 0, true]}, {\"id\": 100, \"type\": \"iToolsCompareImage\", \"pos\": [751.9739375186283, 1416.86373392946], \"size\": [427.1750000000002, 519.5666778564454], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"name\": \"A\", \"type\": \"IMAGE\", \"link\": 217}, {\"name\": \"B\", \"type\": \"IMAGE\", \"link\": 213}], \"outputs\": [], \"properties\": {\"cnr_id\": \"comfyui-itools\", \"ver\": \"0.6.6\", \"Node name for S&R\": \"iToolsCompareImage\"}, \"widgets_values\": [null, null, null, null], \"color\": \"#2a363b\"}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-35.53055416943445, 1172.6915602228642], \"size\": [320, 405], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [210]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"LoadImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"image\": \"clipspace/clipspace-painted-masked-1768949693302.png [input]\"}, \"widgets_values\": [\"pasted/image (3226).png\", \"image\"]}, {\"id\": 120, \"type\": \"72747ac1-9df3-4a7c-8872-0087a4c71da0\", \"pos\": [301.4504055995625, 1380.7497810222053], \"size\": [421.111083984375, 576], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"image\", \"type\": \"IMAGE\", \"link\": 210}, {\"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 241}, {\"name\": \"noise_seed\", \"type\": \"INT\", \"link\": null}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [212, 213, 238, 239]}, {\"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": [217, 240]}], \"properties\": {\"proxyWidgets\": [[\"109\", \"text\"], [\"117\", \"steps\"], [\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"140\", \"lora_name\"], [\"140\", \"strength_model\"], [\"141\", \"lora_name\"], [\"141\", \"strength_model\"], [\"119\", \"control_after_generate\"], [\"119\", \"noise_seed\"], [\"105\", \"$$canvas-image-preview\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\"}, \"widgets_values\": []}], \"links\": [[210, 76, 0, 120, 0, \"IMAGE\"], [212, 120, 0, 94, 0, \"IMAGE\"], [213, 120, 0, 100, 1, \"IMAGE\"], [217, 120, 1, 100, 0, \"IMAGE\"], [235, 132, 0, 131, 2, \"INT\"], [236, 132, 1, 131, 3, \"INT\"], [238, 120, 0, 132, 0, \"IMAGE\"], [239, 120, 0, 131, 1, \"IMAGE\"], [240, 120, 1, 131, 0, \"IMAGE\"], [241, 133, 0, 120, 1, \"IMAGE\"]], \"groups\": [{\"id\": 3, \"title\": \"Multiple input example\\uff08Select all nodes then Ctrl-B to enable/disable\\uff09\", \"bounding\": [310, 1340, 1116.151466666667, 602.2264], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"definitions\": {\"subgraphs\": [{\"id\": \"27eacb9f-0da2-421d-a0bf-b4b4e5fe5709\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 144, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Reference Conditioning\", \"inputNode\": {\"id\": -10, \"bounding\": [-270, 990, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [580, 970, 120, 80]}, \"inputs\": [{\"id\": \"5c9a0f5e-8cee-4947-90bc-330de782043a\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"linkIds\": [165], \"label\": \"positive\", \"pos\": [-170, 1010]}, {\"id\": \"61826d46-4c21-4ad6-801c-3e3fa94115e2\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"linkIds\": [166], \"label\": \"negative\", \"pos\": [-170, 1030]}, {\"id\": \"345bf085-5939-47ff-9767-8f8f239a719c\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"linkIds\": [167], \"pos\": [-170, 1050]}, {\"id\": \"f4594e34-e2f5-4f1e-b1fa-a1dc2aeb0a90\", \"name\": \"vae\", \"type\": \"VAE\", \"linkIds\": [168], \"pos\": [-170, 1070]}], \"outputs\": [{\"id\": \"b3357c0e-6428-4055-9cd3-3595f0896fa8\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"linkIds\": [169], \"label\": \"positive\", \"pos\": [600, 990]}, {\"id\": \"01519713-2ed1-4694-a387-79f44e088e89\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"linkIds\": [170], \"label\": \"negative\", \"pos\": [600, 1010]}], \"widgets\": [], \"nodes\": [{\"id\": 136, \"type\": \"ReferenceLatent\", \"pos\": [170, 1050], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 166}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 163}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [170]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 78, \"type\": \"VAEEncode\", \"pos\": [-90, 1150], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 167}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 168}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [163, 164]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 77, \"type\": \"ReferenceLatent\", \"pos\": [170, 940], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 0, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 165}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 164}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [169]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}], \"groups\": [], \"links\": [{\"id\": 163, \"origin_id\": 78, \"origin_slot\": 0, \"target_id\": 136, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 164, \"origin_id\": 78, \"origin_slot\": 0, \"target_id\": 77, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 165, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 77, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 166, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 136, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 167, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 78, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 168, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 78, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 169, \"origin_id\": 77, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 170, \"origin_id\": 136, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"93041a64-452a-477a-9447-40330b7c1136\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 144, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Reference Conditioning\", \"inputNode\": {\"id\": -10, \"bounding\": [-270, 990, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [580, 970, 120, 80]}, \"inputs\": [{\"id\": \"5c9a0f5e-8cee-4947-90bc-330de782043a\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"linkIds\": [165], \"label\": \"positive\", \"pos\": [-170, 1010]}, {\"id\": \"61826d46-4c21-4ad6-801c-3e3fa94115e2\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"linkIds\": [166], \"label\": \"negative\", \"pos\": [-170, 1030]}, {\"id\": \"345bf085-5939-47ff-9767-8f8f239a719c\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"linkIds\": [167], \"pos\": [-170, 1050]}, {\"id\": \"f4594e34-e2f5-4f1e-b1fa-a1dc2aeb0a90\", \"name\": \"vae\", \"type\": \"VAE\", \"linkIds\": [168], \"pos\": [-170, 1070]}], \"outputs\": [{\"id\": \"b3357c0e-6428-4055-9cd3-3595f0896fa8\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"linkIds\": [169], \"label\": \"positive\", \"pos\": [600, 990]}, {\"id\": \"01519713-2ed1-4694-a387-79f44e088e89\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"linkIds\": [170], \"label\": \"negative\", \"pos\": [600, 1010]}], \"widgets\": [], \"nodes\": [{\"id\": 137, \"type\": \"ReferenceLatent\", \"pos\": [170, 1050], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 0, \"mode\": 4, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 166}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 163}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [170]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 138, \"type\": \"VAEEncode\", \"pos\": [-90, 1150], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 1, \"mode\": 4, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 167}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 168}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [163, 164]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 139, \"type\": \"ReferenceLatent\", \"pos\": [170, 940], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 2, \"mode\": 4, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 165}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 164}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [169]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}], \"groups\": [], \"links\": [{\"id\": 163, \"origin_id\": 138, \"origin_slot\": 0, \"target_id\": 137, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 164, \"origin_id\": 138, \"origin_slot\": 0, \"target_id\": 139, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 165, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 139, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 166, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 137, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 167, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 138, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 168, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 138, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 169, \"origin_id\": 139, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 170, \"origin_id\": 137, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"72747ac1-9df3-4a7c-8872-0087a4c71da0\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 144, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Flux 2 Klein Edit\", \"inputNode\": {\"id\": -10, \"bounding\": [-516.462803340112, 1659.5647357965418, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [1428.8704725614762, 1669.5647357965418, 120, 80]}, \"inputs\": [{\"id\": \"f6f15182-40e5-435b-b622-68f9b2eda749\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [199], \"localized_name\": \"image\", \"pos\": [-416.46280334011203, 1679.5647357965418]}, {\"id\": \"4d29d5e7-b0eb-4661-b447-f86cb7fdc767\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [207], \"localized_name\": \"image_1\", \"pos\": [-416.46280334011203, 1699.5647357965418]}, {\"id\": \"1d183751-8bae-40d9-ac4f-eec8cc3701ab\", \"name\": \"noise_seed\", \"type\": \"INT\", \"linkIds\": [], \"pos\": [-416.46280334011203, 1719.5647357965418]}, {\"id\": \"ebf8aab1-4d90-428f-b2d2-b1935aff5794\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [219], \"pos\": [-416.46280334011203, 1739.5647357965418]}], \"outputs\": [{\"id\": \"bffcd60e-98cf-45c2-b640-1e2d942abed0\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [190, 190], \"localized_name\": \"IMAGE\", \"pos\": [1448.8704725614762, 1689.5647357965418]}, {\"id\": \"d7244604-758c-4ca5-9d14-59ea0398d545\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [218], \"pos\": [1448.8704725614762, 1709.5647357965418]}], \"widgets\": [], \"nodes\": [{\"id\": 105, \"type\": \"SamplerCustomAdvanced\", \"pos\": [894.8704562165918, 1312.2974347158035], \"size\": [213.02727355957032, 326], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 182}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 183}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 184}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 185}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [187]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"SamplerCustomAdvanced\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 115, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [613.5371994105791, 1813.4641740167997], \"size\": [270, 106], \"flags\": {}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 196}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 198}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [186]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"EmptyFlux2LatentImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-327.49951678884486, 1551.6307373329062], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [188, 200, 202]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAELoader\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-331.1295205278551, 1292.1308856337776], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [214]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"UNETLoader\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 104, \"type\": \"CFGGuider\", \"pos\": [594.8702845719756, 1392.2974658307817], \"size\": [270, 98], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 217}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 205}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [183]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CFGGuider\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 118, \"type\": \"93041a64-452a-477a-9447-40330b7c1136\", \"pos\": [95.15196171102058, 2302.680248977358], \"size\": [240, 86], \"flags\": {}, \"order\": 18, \"mode\": 4, \"inputs\": [{\"label\": \"positive\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"label\": \"negative\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"link\": 204}, {\"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"label\": \"positive\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [205]}, {\"label\": \"negative\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"links\": [206]}], \"properties\": {\"proxyWidgets\": [], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"27eacb9f-0da2-421d-a0bf-b4b4e5fe5709\", \"pos\": [144.30608185363016, 2027.3834056025757], \"size\": [240, 86], \"flags\": {}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"label\": \"positive\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 192}, {\"label\": \"negative\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"link\": 244}, {\"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 193}, {\"name\": \"vae\", \"type\": \"VAE\", \"link\": 200}], \"outputs\": [{\"label\": \"positive\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}, {\"label\": \"negative\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"proxyWidgets\": [], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 116, \"type\": \"GetImageSize\", \"pos\": [363.5371994105791, 1813.4641740167997], \"size\": [187.5, 66], \"flags\": {}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 194}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [195, 196]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [197, 198]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"GetImageSize\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"VAEDecode\", \"pos\": [1148.8704725614762, 1242.2975265776677], \"size\": [220, 46], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 187}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 188}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [190]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEDecode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 141, \"type\": \"LoraLoaderModelOnly\", \"pos\": [-308.0608382301672, 1797.3857508473438], \"size\": [270, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 242}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [217]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\", \"Node name for S&R\": \"LoraLoaderModelOnly\"}, \"widgets_values\": [\"F2K9B\\\\klein_snofs_v1_3.safetensors\", 0]}, {\"id\": 112, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-281.6913880543, 2283.443351253559], \"size\": [270, 106], \"flags\": {}, \"order\": 13, \"mode\": 4, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 207}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ImageScaleToTotalPixels\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"lanczos\", 1, 1]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [97.87529141876786, 1250.5107594454787], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 189}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 219}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [192]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPTextEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"blend the statue into the image seamlessly\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-325.0795205278552, 1409.4608318040591], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [189, 243]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPLoader\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 135, \"type\": \"CLIPTextEncode\", \"pos\": [102.135003331081, 1630.8222133401175], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 243}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [244]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPTextEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 117, \"type\": \"Flux2Scheduler\", \"pos\": [594.8702845719756, 1632.2973393219252], \"size\": [270, 106], \"flags\": {}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 195}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 197}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [185]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"Flux2Scheduler\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [3, 1024, 1024]}, {\"id\": 140, \"type\": \"LoraLoaderModelOnly\", \"pos\": [-320.1695886233722, 1665.0369884015945], \"size\": [270, 82], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 214}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [242]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\", \"Node name for S&R\": \"LoraLoaderModelOnly\"}, \"widgets_values\": [\"F2K9B\\\\fusion2250.safetensors\", 1]}, {\"id\": 119, \"type\": \"RandomNoise\", \"pos\": [594.8702845719756, 1272.29752908521], \"size\": [270, 82], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [182]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"RandomNoise\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1056666076626129, \"fixed\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-300.6455936099027, 2012.4485223997485], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 199}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [193, 194, 218]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ImageScaleToTotalPixels\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"lanczos\", 1.2, 1]}, {\"id\": 103, \"type\": \"KSamplerSelect\", \"pos\": [594.8702845719756, 1532.2974286762474], \"size\": [270, 58], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [184]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"KSamplerSelect\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"dpmpp_sde\"]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-336.4628005894209, 1203.4641740167997, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [83.53719941057909, 1203.4641740167997, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [593.5371994105791, 1203.4641740167997, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 205, \"origin_id\": 118, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 206, \"origin_id\": 118, \"origin_slot\": 1, \"target_id\": 104, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 182, \"origin_id\": 119, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 183, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 184, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 185, \"origin_id\": 117, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 186, \"origin_id\": 115, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 187, \"origin_id\": 105, \"origin_slot\": 0, \"target_id\": 106, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 188, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 106, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 189, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 192, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 193, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 2, \"type\": \"IMAGE\"}, {\"id\": 200, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 3, \"type\": \"VAE\"}, {\"id\": 196, \"origin_id\": 116, \"origin_slot\": 0, \"target_id\": 115, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 198, \"origin_id\": 116, \"origin_slot\": 1, \"target_id\": 115, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 194, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 116, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 195, \"origin_id\": 116, \"origin_slot\": 0, \"target_id\": 117, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 197, \"origin_id\": 116, \"origin_slot\": 1, \"target_id\": 117, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 203, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 113, \"origin_slot\": 1, \"target_id\": 118, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 201, \"origin_id\": 112, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 2, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 3, \"type\": \"VAE\"}, {\"id\": 199, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 207, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 112, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 190, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 214, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 140, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 217, \"origin_id\": 141, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 218, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 219, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 242, \"origin_id\": 140, \"origin_slot\": 0, \"target_id\": 141, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 243, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 135, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 244, \"origin_id\": 135, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}]}, \"config\": {}, \"extra\": {\"ds\": {\"scale\": 1, \"offset\": [797.1396030367765, -1012.1888126521308]}, \"frontendVersion\": \"1.42.8\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true}, \"version\": 0.4}}",
24
+ "steps": 3,
25
+ "models": [
26
+ "flux-2-klein-9b-fp8.safetensors"
27
+ ],
28
+ "prompt": "blend the statue into the image seamlessly",
29
+ "sampler": "DPM++ SDE",
30
+ "cfgScale": 1,
31
+ "additionalResources": [
32
+ {
33
+ "name": "F2K9B\\fusion2250.safetensors",
34
+ "type": "lora",
35
+ "strength": 1
36
+ }
37
+ ]
38
+ },
39
+ "availability": "Public",
40
+ "hasMeta": true,
41
+ "hasPositivePrompt": true,
42
+ "onSite": false,
43
+ "remixOfId": null
44
+ }
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127736462.jpeg ADDED

Git LFS Details

  • SHA256: ebde02436a2cfe7a196687058c86f0b8975a0927fcbf26680a44118e5a7f3891
  • Pointer size: 132 Bytes
  • Size of remote file: 2 MB
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127736462.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d0e2a9cd-499f-4283-b7d0-369cd001fcdd/original=true/127736462.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 912,
5
+ "height": 1360,
6
+ "hash": "UBAmCja|D+ay~UWDM{WCXAoJM{R*xZj[IVR*",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UBAmCja|D+ay~UWDM{WCXAoJM{R*xZj[IVR*",
10
+ "size": 2003263,
11
+ "width": 912,
12
+ "height": 1360,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "seed": 1056666076626571,
19
+ "vaes": [
20
+ "flux2-vae.safetensors"
21
+ ],
22
+ "Model": "flux-2-klein-9b-fp8",
23
+ "comfy": "{\"prompt\": {\"76\": {\"inputs\": {\"image\": \"pasted/image (3272).png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"f5d2e4c2b1f5be8bd23fe54ac87fabe23e51a9cf934ac5635490d22b1b5cbe23\"]}, \"94\": {\"inputs\": {\"filename_prefix\": \"Flux2-Klein\", \"images\": [\"120:106\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"100\": {\"inputs\": {\"A\": [\"120:111\", 0], \"B\": [\"120:106\", 0]}, \"class_type\": \"iToolsCompareImage\", \"_meta\": {\"title\": \"iTools Image Compare \\ud83d\\udd0d\"}}, \"132\": {\"inputs\": {\"image\": [\"120:106\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"120:105\": {\"inputs\": {\"noise\": [\"120:119\", 0], \"guider\": [\"120:104\", 0], \"sampler\": [\"120:103\", 0], \"sigmas\": [\"120:117\", 0], \"latent_image\": [\"120:115\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"120:115\": {\"inputs\": {\"width\": [\"120:116\", 0], \"height\": [\"120:116\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"120:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"120:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"120:104\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"120:141\", 0], \"positive\": [\"120:113:77\", 0], \"negative\": [\"120:113:136\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"120:113:136\": {\"inputs\": {\"conditioning\": [\"120:135\", 0], \"latent\": [\"120:113:78\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"120:113:78\": {\"inputs\": {\"pixels\": [\"120:111\", 0], \"vae\": [\"120:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"120:113:77\": {\"inputs\": {\"conditioning\": [\"120:109\", 0], \"latent\": [\"120:113:78\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"120:116\": {\"inputs\": {\"image\": [\"120:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"120:106\": {\"inputs\": {\"samples\": [\"120:105\", 0], \"vae\": [\"120:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"120:141\": {\"inputs\": {\"lora_name\": \"F2K9B\\\\klein_snofs_v1_3.safetensors\", \"strength_model\": 0.0, \"model\": [\"120:140\", 0]}, \"class_type\": \"LoraLoaderModelOnly\", \"_meta\": {\"title\": \"Load LoRA\"}}, \"120:109\": {\"inputs\": {\"text\": \"blend the yellow cable into the image seamlessly, it is partially submerged\", \"clip\": [\"120:108\", 0]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"120:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"120:135\": {\"inputs\": {\"text\": \"\", \"clip\": [\"120:108\", 0]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"120:117\": {\"inputs\": {\"steps\": 3, \"width\": [\"120:116\", 0], \"height\": [\"120:116\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"120:140\": {\"inputs\": {\"lora_name\": \"F2K9B\\\\fusion2250.safetensors\", \"strength_model\": 1.0, \"model\": [\"120:107\", 0]}, \"class_type\": \"LoraLoaderModelOnly\", \"_meta\": {\"title\": \"Load LoRA\"}}, \"120:119\": {\"inputs\": {\"noise_seed\": 1056666076626571}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"120:111\": {\"inputs\": {\"upscale_method\": \"lanczos\", \"megapixels\": 1.2, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"120:103\": {\"inputs\": {\"sampler_name\": \"dpmpp_sde\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}}, \"workflow\": {\"id\": \"88a89c64-6b6a-4972-b501-d4ecbb5a0ec0\", \"revision\": 0, \"last_node_id\": 146, \"last_link_id\": 244, \"nodes\": [{\"id\": 98, \"type\": \"MarkdownNote\", \"pos\": [520, 670], \"size\": [210, 88], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"title\": \"Note\", \"properties\": {}, \"widgets_values\": [\"Click on the top-right corner of the node to open the [subgraph](https://docs.comfy.org/interface/features/subgraph) \\n\\ud83d\\udc47\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-680.87519460681, 840.1934199834963], \"size\": [480, 610], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the models.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 diffusion_models/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 flux-2-klein-9b-fp8.safetensors\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502 \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 94, \"type\": \"SaveImage\", \"pos\": [1630.7369497061386, 1422.1712999999988], \"size\": [236.6199999999999, 507.3467666666667], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 212}], \"outputs\": [], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"SaveImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"Flux2-Klein\"]}, {\"id\": 132, \"type\": \"GetImageSize\", \"pos\": [1210.4936173315175, 1479.7311115989578], \"size\": [187.5, 124], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"image\", \"type\": \"IMAGE\", \"link\": 238}], \"outputs\": [{\"name\": \"width\", \"type\": \"INT\", \"links\": [235]}, {\"name\": \"height\", \"type\": \"INT\", \"links\": [236]}, {\"name\": \"batch_size\", \"type\": \"INT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"GetImageSize\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 133, \"type\": \"LoadImage\", \"pos\": [-31.875248359670636, 1629.9815636137357], \"size\": [282.798828125, 314], \"flags\": {}, \"order\": 2, \"mode\": 4, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [241]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.16.4\", \"Node name for S&R\": \"LoadImage\"}, \"widgets_values\": [\"(7520658).jpg\", \"image\"]}, {\"id\": 131, \"type\": \"SSBeforeAndAfterVideo\", \"pos\": [1204.716436981048, 1661.6261476974003], \"size\": [270, 294], \"flags\": {}, \"order\": 8, \"mode\": 4, \"inputs\": [{\"name\": \"before_image\", \"type\": \"IMAGE\", \"link\": 240}, {\"name\": \"after_image\", \"type\": \"IMAGE\", \"link\": 239}, {\"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 235}, {\"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 236}], \"outputs\": [{\"name\": \"video_path\", \"type\": \"STRING\", \"links\": null}, {\"name\": \"preview_frame\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfyui_ssbeforeafternode\", \"ver\": \"1.1.4\", \"Node name for S&R\": \"SSBeforeAndAfterVideo\"}, \"widgets_values\": [\"wipe_from_left\", 15, 512, 512, \"/output/bafter\", \"bafter\", 1.5, 1, 0, true]}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-35.53055416943445, 1172.6915602228642], \"size\": [320, 405], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [210]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"LoadImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"image\": \"clipspace/clipspace-painted-masked-1768949693302.png [input]\"}, \"widgets_values\": [\"pasted/image (3272).png\", \"image\"]}, {\"id\": 100, \"type\": \"iToolsCompareImage\", \"pos\": [747.9334545640828, 1396.1566513544424], \"size\": [427.1750000000002, 519.5666778564454], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"name\": \"A\", \"type\": \"IMAGE\", \"link\": 217}, {\"name\": \"B\", \"type\": \"IMAGE\", \"link\": 213}], \"outputs\": [], \"properties\": {\"cnr_id\": \"comfyui-itools\", \"ver\": \"0.6.6\", \"Node name for S&R\": \"iToolsCompareImage\"}, \"widgets_values\": [null, null, null, null], \"color\": \"#2a363b\"}, {\"id\": 120, \"type\": \"72747ac1-9df3-4a7c-8872-0087a4c71da0\", \"pos\": [304.4807456208693, 1378.7296283233418], \"size\": [421.111083984375, 576], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"image\", \"type\": \"IMAGE\", \"link\": 210}, {\"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 241}, {\"name\": \"noise_seed\", \"type\": \"INT\", \"link\": null}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [212, 213, 238, 239]}, {\"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": [217, 240]}], \"properties\": {\"proxyWidgets\": [[\"109\", \"text\"], [\"117\", \"steps\"], [\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"140\", \"lora_name\"], [\"140\", \"strength_model\"], [\"141\", \"lora_name\"], [\"141\", \"strength_model\"], [\"119\", \"control_after_generate\"], [\"119\", \"noise_seed\"], [\"105\", \"$$canvas-image-preview\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\"}, \"widgets_values\": []}], \"links\": [[210, 76, 0, 120, 0, \"IMAGE\"], [212, 120, 0, 94, 0, \"IMAGE\"], [213, 120, 0, 100, 1, \"IMAGE\"], [217, 120, 1, 100, 0, \"IMAGE\"], [235, 132, 0, 131, 2, \"INT\"], [236, 132, 1, 131, 3, \"INT\"], [238, 120, 0, 132, 0, \"IMAGE\"], [239, 120, 0, 131, 1, \"IMAGE\"], [240, 120, 1, 131, 0, \"IMAGE\"], [241, 133, 0, 120, 1, \"IMAGE\"]], \"groups\": [{\"id\": 3, \"title\": \"Multiple input example\\uff08Select all nodes then Ctrl-B to enable/disable\\uff09\", \"bounding\": [310, 1340, 1116.151466666667, 602.2264], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"definitions\": {\"subgraphs\": [{\"id\": \"27eacb9f-0da2-421d-a0bf-b4b4e5fe5709\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 146, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Reference Conditioning\", \"inputNode\": {\"id\": -10, \"bounding\": [-270, 990, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [580, 970, 120, 80]}, \"inputs\": [{\"id\": \"5c9a0f5e-8cee-4947-90bc-330de782043a\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"linkIds\": [165], \"label\": \"positive\", \"pos\": [-170, 1010]}, {\"id\": \"61826d46-4c21-4ad6-801c-3e3fa94115e2\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"linkIds\": [166], \"label\": \"negative\", \"pos\": [-170, 1030]}, {\"id\": \"345bf085-5939-47ff-9767-8f8f239a719c\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"linkIds\": [167], \"pos\": [-170, 1050]}, {\"id\": \"f4594e34-e2f5-4f1e-b1fa-a1dc2aeb0a90\", \"name\": \"vae\", \"type\": \"VAE\", \"linkIds\": [168], \"pos\": [-170, 1070]}], \"outputs\": [{\"id\": \"b3357c0e-6428-4055-9cd3-3595f0896fa8\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"linkIds\": [169], \"label\": \"positive\", \"pos\": [600, 990]}, {\"id\": \"01519713-2ed1-4694-a387-79f44e088e89\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"linkIds\": [170], \"label\": \"negative\", \"pos\": [600, 1010]}], \"widgets\": [], \"nodes\": [{\"id\": 136, \"type\": \"ReferenceLatent\", \"pos\": [170, 1050], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 166}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 163}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [170]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 78, \"type\": \"VAEEncode\", \"pos\": [-90, 1150], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 167}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 168}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [163, 164]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 77, \"type\": \"ReferenceLatent\", \"pos\": [170, 940], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 0, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 165}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 164}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [169]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}], \"groups\": [], \"links\": [{\"id\": 163, \"origin_id\": 78, \"origin_slot\": 0, \"target_id\": 136, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 164, \"origin_id\": 78, \"origin_slot\": 0, \"target_id\": 77, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 165, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 77, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 166, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 136, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 167, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 78, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 168, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 78, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 169, \"origin_id\": 77, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 170, \"origin_id\": 136, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"93041a64-452a-477a-9447-40330b7c1136\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 146, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Reference Conditioning\", \"inputNode\": {\"id\": -10, \"bounding\": [-270, 990, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [580, 970, 120, 80]}, \"inputs\": [{\"id\": \"5c9a0f5e-8cee-4947-90bc-330de782043a\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"linkIds\": [165], \"label\": \"positive\", \"pos\": [-170, 1010]}, {\"id\": \"61826d46-4c21-4ad6-801c-3e3fa94115e2\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"linkIds\": [166], \"label\": \"negative\", \"pos\": [-170, 1030]}, {\"id\": \"345bf085-5939-47ff-9767-8f8f239a719c\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"linkIds\": [167], \"pos\": [-170, 1050]}, {\"id\": \"f4594e34-e2f5-4f1e-b1fa-a1dc2aeb0a90\", \"name\": \"vae\", \"type\": \"VAE\", \"linkIds\": [168], \"pos\": [-170, 1070]}], \"outputs\": [{\"id\": \"b3357c0e-6428-4055-9cd3-3595f0896fa8\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"linkIds\": [169], \"label\": \"positive\", \"pos\": [600, 990]}, {\"id\": \"01519713-2ed1-4694-a387-79f44e088e89\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"linkIds\": [170], \"label\": \"negative\", \"pos\": [600, 1010]}], \"widgets\": [], \"nodes\": [{\"id\": 137, \"type\": \"ReferenceLatent\", \"pos\": [170, 1050], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 0, \"mode\": 4, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 166}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 163}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [170]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 138, \"type\": \"VAEEncode\", \"pos\": [-90, 1150], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 1, \"mode\": 4, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 167}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 168}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [163, 164]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 139, \"type\": \"ReferenceLatent\", \"pos\": [170, 940], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 2, \"mode\": 4, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 165}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 164}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [169]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ReferenceLatent\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}], \"groups\": [], \"links\": [{\"id\": 163, \"origin_id\": 138, \"origin_slot\": 0, \"target_id\": 137, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 164, \"origin_id\": 138, \"origin_slot\": 0, \"target_id\": 139, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 165, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 139, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 166, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 137, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 167, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 138, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 168, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 138, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 169, \"origin_id\": 139, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 170, \"origin_id\": 137, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"72747ac1-9df3-4a7c-8872-0087a4c71da0\", \"version\": 1, \"state\": {\"lastGroupId\": 4, \"lastNodeId\": 146, \"lastLinkId\": 244, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Flux 2 Klein Edit\", \"inputNode\": {\"id\": -10, \"bounding\": [-516.462803340112, 1659.5647357965418, 120, 120]}, \"outputNode\": {\"id\": -20, \"bounding\": [1428.8704725614762, 1669.5647357965418, 120, 80]}, \"inputs\": [{\"id\": \"f6f15182-40e5-435b-b622-68f9b2eda749\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [199], \"localized_name\": \"image\", \"pos\": [-416.46280334011203, 1679.5647357965418]}, {\"id\": \"4d29d5e7-b0eb-4661-b447-f86cb7fdc767\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [207], \"localized_name\": \"image_1\", \"pos\": [-416.46280334011203, 1699.5647357965418]}, {\"id\": \"1d183751-8bae-40d9-ac4f-eec8cc3701ab\", \"name\": \"noise_seed\", \"type\": \"INT\", \"linkIds\": [], \"pos\": [-416.46280334011203, 1719.5647357965418]}, {\"id\": \"ebf8aab1-4d90-428f-b2d2-b1935aff5794\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [219], \"pos\": [-416.46280334011203, 1739.5647357965418]}], \"outputs\": [{\"id\": \"bffcd60e-98cf-45c2-b640-1e2d942abed0\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [190, 190], \"localized_name\": \"IMAGE\", \"pos\": [1448.8704725614762, 1689.5647357965418]}, {\"id\": \"d7244604-758c-4ca5-9d14-59ea0398d545\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [218], \"pos\": [1448.8704725614762, 1709.5647357965418]}], \"widgets\": [], \"nodes\": [{\"id\": 105, \"type\": \"SamplerCustomAdvanced\", \"pos\": [894.8704562165918, 1312.2974347158035], \"size\": [213.02727355957032, 326], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 182}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 183}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 184}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 185}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [187]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"SamplerCustomAdvanced\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 115, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [613.5371994105791, 1813.4641740167997], \"size\": [270, 106], \"flags\": {}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 196}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 198}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [186]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"EmptyFlux2LatentImage\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-327.49951678884486, 1551.6307373329062], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [188, 200, 202]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAELoader\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-331.1295205278551, 1292.1308856337776], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [214]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"UNETLoader\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 104, \"type\": \"CFGGuider\", \"pos\": [594.8702845719756, 1392.2974658307817], \"size\": [270, 98], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 217}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 205}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [183]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CFGGuider\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 118, \"type\": \"93041a64-452a-477a-9447-40330b7c1136\", \"pos\": [95.15196171102058, 2302.680248977358], \"size\": [240, 86], \"flags\": {}, \"order\": 18, \"mode\": 4, \"inputs\": [{\"label\": \"positive\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"label\": \"negative\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"link\": 204}, {\"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"label\": \"positive\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [205]}, {\"label\": \"negative\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"links\": [206]}], \"properties\": {\"proxyWidgets\": [], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"27eacb9f-0da2-421d-a0bf-b4b4e5fe5709\", \"pos\": [144.30608185363016, 2027.3834056025757], \"size\": [240, 86], \"flags\": {}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"label\": \"positive\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 192}, {\"label\": \"negative\", \"name\": \"conditioning_1\", \"type\": \"CONDITIONING\", \"link\": 244}, {\"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 193}, {\"name\": \"vae\", \"type\": \"VAE\", \"link\": 200}], \"outputs\": [{\"label\": \"positive\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}, {\"label\": \"negative\", \"name\": \"CONDITIONING_1\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"proxyWidgets\": [], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 116, \"type\": \"GetImageSize\", \"pos\": [363.5371994105791, 1813.4641740167997], \"size\": [187.5, 66], \"flags\": {}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 194}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [195, 196]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [197, 198]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": []}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"GetImageSize\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"VAEDecode\", \"pos\": [1148.8704725614762, 1242.2975265776677], \"size\": [220, 46], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 187}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 188}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [190]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"VAEDecode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 141, \"type\": \"LoraLoaderModelOnly\", \"pos\": [-308.0608382301672, 1797.3857508473438], \"size\": [270, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 242}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [217]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\", \"Node name for S&R\": \"LoraLoaderModelOnly\"}, \"widgets_values\": [\"F2K9B\\\\klein_snofs_v1_3.safetensors\", 0]}, {\"id\": 112, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-281.6913880543, 2283.443351253559], \"size\": [270, 106], \"flags\": {}, \"order\": 13, \"mode\": 4, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 207}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ImageScaleToTotalPixels\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"lanczos\", 1, 1]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [97.87529141876786, 1250.5107594454787], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 189}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 219}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [192]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPTextEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"blend the yellow cable into the image seamlessly, it is partially submerged\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-325.0795205278552, 1409.4608318040591], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [189, 243]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPLoader\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 135, \"type\": \"CLIPTextEncode\", \"pos\": [102.135003331081, 1630.8222133401175], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 243}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [244]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"CLIPTextEncode\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 117, \"type\": \"Flux2Scheduler\", \"pos\": [594.8702845719756, 1632.2973393219252], \"size\": [270, 106], \"flags\": {}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 195}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 197}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [185]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"Flux2Scheduler\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [3, 1024, 1024]}, {\"id\": 140, \"type\": \"LoraLoaderModelOnly\", \"pos\": [-320.1695886233722, 1665.0369884015945], \"size\": [270, 82], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 214}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [242]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.9.2\", \"Node name for S&R\": \"LoraLoaderModelOnly\"}, \"widgets_values\": [\"F2K9B\\\\fusion2250.safetensors\", 1]}, {\"id\": 119, \"type\": \"RandomNoise\", \"pos\": [594.8702845719756, 1272.29752908521], \"size\": [270, 82], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [182]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"RandomNoise\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1056666076626571, \"fixed\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-300.6455936099027, 2012.4485223997485], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 199}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [193, 194, 218]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"ImageScaleToTotalPixels\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"lanczos\", 1.2, 1]}, {\"id\": 103, \"type\": \"KSamplerSelect\", \"pos\": [594.8702845719756, 1532.2974286762474], \"size\": [270, 58], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [184]}], \"properties\": {\"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"Node name for S&R\": \"KSamplerSelect\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"dpmpp_sde\"]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-336.4628005894209, 1203.4641740167997, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [83.53719941057909, 1203.4641740167997, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [593.5371994105791, 1203.4641740167997, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 205, \"origin_id\": 118, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 206, \"origin_id\": 118, \"origin_slot\": 1, \"target_id\": 104, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 182, \"origin_id\": 119, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 183, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 184, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 185, \"origin_id\": 117, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 186, \"origin_id\": 115, \"origin_slot\": 0, \"target_id\": 105, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 187, \"origin_id\": 105, \"origin_slot\": 0, \"target_id\": 106, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 188, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 106, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 189, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 192, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 193, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 2, \"type\": \"IMAGE\"}, {\"id\": 200, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 3, \"type\": \"VAE\"}, {\"id\": 196, \"origin_id\": 116, \"origin_slot\": 0, \"target_id\": 115, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 198, \"origin_id\": 116, \"origin_slot\": 1, \"target_id\": 115, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 194, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 116, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 195, \"origin_id\": 116, \"origin_slot\": 0, \"target_id\": 117, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 197, \"origin_id\": 116, \"origin_slot\": 1, \"target_id\": 117, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 203, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 113, \"origin_slot\": 1, \"target_id\": 118, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 201, \"origin_id\": 112, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 2, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 118, \"target_slot\": 3, \"type\": \"VAE\"}, {\"id\": 199, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 207, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 112, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 190, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 214, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 140, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 217, \"origin_id\": 141, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 218, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 219, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 242, \"origin_id\": 140, \"origin_slot\": 0, \"target_id\": 141, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 243, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 135, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 244, \"origin_id\": 135, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 1, \"type\": \"CONDITIONING\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}]}, \"config\": {}, \"extra\": {\"ds\": {\"scale\": 1.9487171000000019, \"offset\": [-267.78345568591, -1437.7604478402839]}, \"frontendVersion\": \"1.42.8\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true}, \"version\": 0.4}}",
24
+ "steps": 3,
25
+ "models": [
26
+ "flux-2-klein-9b-fp8.safetensors"
27
+ ],
28
+ "prompt": "blend the yellow cable into the image seamlessly, it is partially submerged",
29
+ "sampler": "DPM++ SDE",
30
+ "cfgScale": 1,
31
+ "additionalResources": [
32
+ {
33
+ "name": "F2K9B\\fusion2250.safetensors",
34
+ "type": "lora",
35
+ "strength": 1
36
+ }
37
+ ]
38
+ },
39
+ "availability": "Public",
40
+ "hasMeta": true,
41
+ "hasPositivePrompt": true,
42
+ "onSite": false,
43
+ "remixOfId": null
44
+ }
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127819113.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3dd487a6-02f2-4c8f-90b1-d128a9a50b48/original=true/127819113.mp4",
3
+ "nsfwLevel": 1,
4
+ "width": 912,
5
+ "height": 1360,
6
+ "hash": "UBFq]R$|0NIq~UWCjENH0ooJ$dWC%1a}M{oJ",
7
+ "type": "video",
8
+ "metadata": {
9
+ "hash": "UBFq]R$|0NIq~UWCjENH0ooJ$dWC%1a}M{oJ",
10
+ "size": 682012,
11
+ "audio": false,
12
+ "width": 912,
13
+ "height": 1360,
14
+ "duration": 6
15
+ },
16
+ "minor": false,
17
+ "poi": false,
18
+ "meta": {
19
+ "seed": 1056666076627441,
20
+ "steps": 3,
21
+ "prompt": "blend the yellow cable into the image seamlessly, it is partially submerged",
22
+ "sampler": "DPM++ SDE",
23
+ "cfgScale": 1
24
+ },
25
+ "availability": "Public",
26
+ "hasMeta": true,
27
+ "hasPositivePrompt": true,
28
+ "onSite": false,
29
+ "remixOfId": null
30
+ }
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/127819113.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f58ef2756352ea0973f09cb48cf304f0147e0ea953f45165a5045aa71da26153
3
+ size 682012
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/extra_data-vid_2864208/model_dict-mid_2548669-vid_2864208.json ADDED
@@ -0,0 +1,606 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 2548669,
3
+ "name": "Image Blend Fusion for Flux.2 Klein 4B & 9B Edit",
4
+ "description": "<p><strong>Suggested tags: </strong><code>Blend the &lt;object&gt; into the image seamlessly</code></p><p><strong>Suggested strength: </strong>0.8-1.0</p><p><strong>Suggested usage: </strong>Inspired by the Image Fusion model for Qwen Image Edit.</p><p>The purpose is to run a single image that already has a roughly cutout image of objects, people, cars, etc and run it through the model to make it blend seamlessly into backgrounds, onto people, all kinds of things. The more simple the task the better it does. See the before/after examples for what it can do currently. The after images should still have their workflow if you need a workflow.</p><p>Tried something complex like a UFO floating in a city and it created a dropshadow in the sky unfortunately, but that may be for a V2.</p>",
5
+ "allowNoCredit": true,
6
+ "allowCommercialUse": "{Image,RentCivit}",
7
+ "allowDerivatives": true,
8
+ "allowDifferentLicense": true,
9
+ "type": "LORA",
10
+ "minor": false,
11
+ "sfwOnly": false,
12
+ "poi": false,
13
+ "nsfw": false,
14
+ "nsfwLevel": 15,
15
+ "availability": "Public",
16
+ "userId": 6510,
17
+ "cosmetic": null,
18
+ "supportsGeneration": true,
19
+ "stats": {
20
+ "downloadCount": 608,
21
+ "thumbsUpCount": 84,
22
+ "thumbsDownCount": 0,
23
+ "commentCount": 0,
24
+ "tippedAmountCount": 250
25
+ },
26
+ "creator": {
27
+ "username": "cranpeach",
28
+ "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/15644d7a-d037-40c6-8432-e69c9f162e62/width=96/cranpeach.jpeg"
29
+ },
30
+ "tags": [
31
+ "concept",
32
+ "blend",
33
+ "image2image",
34
+ "i2i",
35
+ "edit",
36
+ "image blend",
37
+ "image edit"
38
+ ],
39
+ "modelVersions": [
40
+ {
41
+ "id": 2864208,
42
+ "index": 0,
43
+ "name": "9B",
44
+ "baseModel": "Flux.2 Klein 9B",
45
+ "baseModelType": "Standard",
46
+ "createdAt": "2026-04-16T18:46:49.781Z",
47
+ "publishedAt": "2026-04-16T19:16:10.711Z",
48
+ "status": "Published",
49
+ "availability": "Public",
50
+ "nsfwLevel": 15,
51
+ "description": "<p><strong>Suggested tags: </strong><code>Blend the &lt;object&gt; into the image seamlessly</code></p><p><strong>Suggested strength: </strong>0.8-1.0</p><p><strong>Suggested usage: </strong>Inspired by the Image Fusion model for Qwen Image.</p><p>The purpose is to run a single image that already has a roughly cutout image of objects, people, cars, etc and run it through the model to make it blend seamlessly into backgrounds, onto people, all kinds of things. The more simple the task the better it does. See the before/after examples for what it can do currently. The after images should still have their workflow if you need a workflow.</p><p>Tried something complex like a UFO floating in a city and it created a dropshadow in the sky unfortunately, but that may be for a V2.</p>",
52
+ "trainedWords": [
53
+ "Blend the object into the image seamlessly"
54
+ ],
55
+ "covered": true,
56
+ "stats": {
57
+ "downloadCount": 608,
58
+ "thumbsUpCount": 84,
59
+ "thumbsDownCount": 0
60
+ },
61
+ "files": [
62
+ {
63
+ "id": 2747810,
64
+ "sizeKB": 161820.671875,
65
+ "name": "fusion2250.safetensors",
66
+ "type": "Model",
67
+ "pickleScanResult": "Success",
68
+ "pickleScanMessage": "No Pickle imports",
69
+ "virusScanResult": "Success",
70
+ "virusScanMessage": null,
71
+ "scannedAt": "2026-04-16T18:49:13.190Z",
72
+ "metadata": {
73
+ "format": "SafeTensor"
74
+ },
75
+ "hashes": {
76
+ "AutoV1": "956C1C12",
77
+ "AutoV2": "978A63F6BB",
78
+ "SHA256": "978A63F6BB2D761DC1B07C43D694BFD53F22E435E342A25F38BBB3DCD93E28B2",
79
+ "CRC32": "CB17C82A",
80
+ "BLAKE3": "C2992EBBED1E57CE709940AF76E378B1D9AD3C4AEAFCCCE5EF3063E6577EBDFC",
81
+ "AutoV3": "C20E3BF0365A"
82
+ },
83
+ "downloadUrl": "https://civitai.com/api/download/models/2864208",
84
+ "primary": true
85
+ }
86
+ ],
87
+ "images": [
88
+ {
89
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3dd487a6-02f2-4c8f-90b1-d128a9a50b48/original=true/127819113.mp4",
90
+ "nsfwLevel": 1,
91
+ "width": 912,
92
+ "height": 1360,
93
+ "hash": "UBFq]R$|0NIq~UWCjENH0ooJ$dWC%1a}M{oJ",
94
+ "type": "video",
95
+ "minor": false,
96
+ "poi": false,
97
+ "hasMeta": true,
98
+ "hasPositivePrompt": true,
99
+ "onSite": false,
100
+ "remixOfId": null
101
+ },
102
+ {
103
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d0e2a9cd-499f-4283-b7d0-369cd001fcdd/original=true/127736462.jpeg",
104
+ "nsfwLevel": 1,
105
+ "width": 912,
106
+ "height": 1360,
107
+ "hash": "UBAmCja|D+ay~UWDM{WCXAoJM{R*xZj[IVR*",
108
+ "type": "image",
109
+ "minor": false,
110
+ "poi": false,
111
+ "hasMeta": true,
112
+ "hasPositivePrompt": true,
113
+ "onSite": false,
114
+ "remixOfId": null
115
+ },
116
+ {
117
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/31110c4e-fd9e-4478-bcef-6a2678d23b2d/original=true/127729957.jpeg",
118
+ "nsfwLevel": 1,
119
+ "width": 912,
120
+ "height": 1360,
121
+ "hash": "UjHBPht7n$WY~WofoeWXtmWXbboLJ:R*R*s.",
122
+ "type": "image",
123
+ "minor": false,
124
+ "poi": false,
125
+ "hasMeta": true,
126
+ "hasPositivePrompt": true,
127
+ "onSite": false,
128
+ "remixOfId": null
129
+ },
130
+ {
131
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6588ba3f-341d-4d22-85b7-63977a637d9b/original=true/127729954.jpeg",
132
+ "nsfwLevel": 1,
133
+ "width": 916,
134
+ "height": 1374,
135
+ "hash": "UkI4;Wt7Mxbc~Woff6bIXUWXtRo0JDR*WWn$",
136
+ "type": "image",
137
+ "minor": false,
138
+ "poi": false,
139
+ "hasMeta": true,
140
+ "hasPositivePrompt": true,
141
+ "onSite": false,
142
+ "remixOfId": null
143
+ },
144
+ {
145
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/161ce331-0422-43bd-a56e-e699f7c44d1b/original=true/127729946.mp4",
146
+ "nsfwLevel": 2,
147
+ "width": 916,
148
+ "height": 1374,
149
+ "hash": "UfH-DJVY~BM{?HaKxuV@M{bbNGWBe.WqNGj]",
150
+ "type": "video",
151
+ "minor": false,
152
+ "poi": false,
153
+ "hasMeta": true,
154
+ "hasPositivePrompt": true,
155
+ "onSite": false,
156
+ "remixOfId": null
157
+ },
158
+ {
159
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/728ab712-8039-4045-bc2b-ebea51299074/original=true/127729944.mp4",
160
+ "nsfwLevel": 1,
161
+ "width": 916,
162
+ "height": 1374,
163
+ "hash": "UJNlS$]O00*J5rI=wHR54;t7-:RjD%R+tSaJ",
164
+ "type": "video",
165
+ "minor": false,
166
+ "poi": false,
167
+ "hasMeta": true,
168
+ "hasPositivePrompt": true,
169
+ "onSite": false,
170
+ "remixOfId": null
171
+ },
172
+ {
173
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2f40801f-36c4-4b0a-ba84-25e0c920cc3b/original=true/127729932.mp4",
174
+ "nsfwLevel": 8,
175
+ "width": 848,
176
+ "height": 1238,
177
+ "hash": "U9J~_g0z16^j0fs,9a}s0h%2=v-:MdxF=y0z",
178
+ "type": "video",
179
+ "minor": false,
180
+ "poi": false,
181
+ "hasMeta": true,
182
+ "hasPositivePrompt": true,
183
+ "onSite": false,
184
+ "remixOfId": null
185
+ },
186
+ {
187
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/26631f53-b15d-409b-885a-44b2beee0287/original=true/127729936.mp4",
188
+ "nsfwLevel": 1,
189
+ "width": 916,
190
+ "height": 1374,
191
+ "hash": "UZJjhea}OSkB~9s,jGoeRie.RooLn#bHa%WV",
192
+ "type": "video",
193
+ "minor": false,
194
+ "poi": false,
195
+ "hasMeta": true,
196
+ "hasPositivePrompt": true,
197
+ "onSite": false,
198
+ "remixOfId": null
199
+ },
200
+ {
201
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/aa345843-f171-41c2-950a-071ce04b8f1c/original=true/127734783.jpeg",
202
+ "nsfwLevel": 1,
203
+ "width": 912,
204
+ "height": 1360,
205
+ "hash": "ULHw_%TL~Cr?xtS%=|oME2NajExv9FoyWUkC",
206
+ "type": "image",
207
+ "minor": false,
208
+ "poi": false,
209
+ "hasMeta": true,
210
+ "hasPositivePrompt": true,
211
+ "onSite": false,
212
+ "remixOfId": null
213
+ },
214
+ {
215
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/21398913-90cc-4225-b8c6-759dc9ff7e0e/original=true/127730731.mp4",
216
+ "nsfwLevel": 1,
217
+ "width": 916,
218
+ "height": 1374,
219
+ "hash": "UGHx89K8~C={?HJC^k%29ZJ7oI%M4nt6WUkB",
220
+ "type": "video",
221
+ "minor": false,
222
+ "poi": false,
223
+ "hasMeta": true,
224
+ "hasPositivePrompt": true,
225
+ "onSite": false,
226
+ "remixOfId": null
227
+ },
228
+ {
229
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5f11e211-9d6a-4052-99bc-d5086da041f9/original=true/127729938.mp4",
230
+ "nsfwLevel": 1,
231
+ "width": 848,
232
+ "height": 1238,
233
+ "hash": "UOLgb5r;I;x^~Wr;s.%g_NadVrtR$~WAITNG",
234
+ "type": "video",
235
+ "minor": false,
236
+ "poi": false,
237
+ "hasMeta": true,
238
+ "hasPositivePrompt": true,
239
+ "onSite": false,
240
+ "remixOfId": null
241
+ },
242
+ {
243
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/855f53bb-bbff-4932-9184-e3042f740e05/original=true/127729939.mp4",
244
+ "nsfwLevel": 1,
245
+ "width": 832,
246
+ "height": 1248,
247
+ "hash": "UGGbVN~VInWA9sJ8NGe.EJ%L$+of~WxuNHI:",
248
+ "type": "video",
249
+ "minor": false,
250
+ "poi": false,
251
+ "hasMeta": true,
252
+ "hasPositivePrompt": true,
253
+ "onSite": false,
254
+ "remixOfId": null
255
+ },
256
+ {
257
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/cf67bec1-4144-4aa1-a530-351f80116670/original=true/127729961.jpeg",
258
+ "nsfwLevel": 1,
259
+ "width": 912,
260
+ "height": 1360,
261
+ "hash": "UEKB2NEJ-:ou~VxvkD-q_2bED%-;9axa?HtR",
262
+ "type": "image",
263
+ "minor": false,
264
+ "poi": false,
265
+ "hasMeta": true,
266
+ "hasPositivePrompt": true,
267
+ "onSite": false,
268
+ "remixOfId": null
269
+ },
270
+ {
271
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/814d7d26-cd2b-4834-88b8-95194ea53976/original=true/127729949.jpeg",
272
+ "nsfwLevel": 1,
273
+ "width": 916,
274
+ "height": 1374,
275
+ "hash": "UAJ[0A54?a%L~V-=xv-;~pow9F-=E3$*^+x^",
276
+ "type": "image",
277
+ "minor": false,
278
+ "poi": false,
279
+ "hasMeta": true,
280
+ "hasPositivePrompt": true,
281
+ "onSite": false,
282
+ "remixOfId": null
283
+ },
284
+ {
285
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/e3775f70-a71a-4e0a-932b-51f085d33260/original=true/127729956.jpeg",
286
+ "nsfwLevel": 1,
287
+ "width": 912,
288
+ "height": 1360,
289
+ "hash": "UPNc=@o#tRV@_N%N%Moe%MRPMyoz%MRjV@WC",
290
+ "type": "image",
291
+ "minor": false,
292
+ "poi": false,
293
+ "hasMeta": true,
294
+ "hasPositivePrompt": true,
295
+ "onSite": false,
296
+ "remixOfId": null
297
+ },
298
+ {
299
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fab98c04-c9eb-4842-8e6e-745708891dac/original=true/127729948.jpeg",
300
+ "nsfwLevel": 1,
301
+ "width": 916,
302
+ "height": 1374,
303
+ "hash": "UPNTaht8xtRj_N%N%Moe-.M{IVt7%MRjRjWX",
304
+ "type": "image",
305
+ "minor": false,
306
+ "poi": false,
307
+ "hasMeta": true,
308
+ "hasPositivePrompt": true,
309
+ "onSite": false,
310
+ "remixOfId": null
311
+ },
312
+ {
313
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4a99ce04-293f-430b-bd9d-8a3858731ee6/original=true/127731760.jpeg",
314
+ "nsfwLevel": 1,
315
+ "width": 832,
316
+ "height": 1248,
317
+ "hash": "UbIF6.%MIARj_Nt7ofWB%Mazxvj]?baxWBj]",
318
+ "type": "image",
319
+ "minor": false,
320
+ "poi": false,
321
+ "hasMeta": true,
322
+ "hasPositivePrompt": true,
323
+ "onSite": false,
324
+ "remixOfId": null
325
+ },
326
+ {
327
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/240ff021-c0d3-4274-ac8e-f72cf6a39f4f/original=true/127731761.jpeg",
328
+ "nsfwLevel": 4,
329
+ "width": 912,
330
+ "height": 1360,
331
+ "hash": "U6Ee.F9s0,^+5kM_^PEO0fax}sMx=}t8JQ?G",
332
+ "type": "image",
333
+ "minor": false,
334
+ "poi": false,
335
+ "hasMeta": true,
336
+ "hasPositivePrompt": true,
337
+ "onSite": false,
338
+ "remixOfId": null
339
+ },
340
+ {
341
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/98365320-f17f-481b-a4e9-e3936bd2ff1f/original=true/127815473.mp4",
342
+ "nsfwLevel": 1,
343
+ "width": 854,
344
+ "height": 1246,
345
+ "hash": "U37dqI-n00%MH?NHtS%200NK~qM_%$%1Z~E2",
346
+ "type": "video",
347
+ "minor": false,
348
+ "poi": false,
349
+ "hasMeta": true,
350
+ "hasPositivePrompt": true,
351
+ "onSite": false,
352
+ "remixOfId": null
353
+ },
354
+ {
355
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/8dda933a-9d55-4c7d-8412-d8a28f73b4f4/original=true/128094471.mp4",
356
+ "nsfwLevel": 1,
357
+ "width": 416,
358
+ "height": 624,
359
+ "hash": "ULL4A{~q?vD%^yD*xDR-r.Rjenx]^jMxD*RP",
360
+ "type": "video",
361
+ "minor": false,
362
+ "poi": false,
363
+ "hasMeta": true,
364
+ "hasPositivePrompt": true,
365
+ "onSite": false,
366
+ "remixOfId": null
367
+ }
368
+ ],
369
+ "downloadUrl": "https://civitai.com/api/download/models/2864208"
370
+ },
371
+ {
372
+ "id": 2888268,
373
+ "index": 1,
374
+ "name": "4B",
375
+ "baseModel": "Flux.2 Klein 4B",
376
+ "baseModelType": "Standard",
377
+ "createdAt": "2026-04-24T20:48:46.610Z",
378
+ "publishedAt": "2026-04-24T20:59:02.507Z",
379
+ "status": "Published",
380
+ "availability": "EarlyAccess",
381
+ "nsfwLevel": 1,
382
+ "description": "<p><strong>Suggested tags: </strong><code>Blend the &lt;object&gt; into the image seamlessly</code></p><p><strong>Suggested strength: </strong>0.8-1.0</p><p><strong>Suggested usage: See Description and example images</strong></p>",
383
+ "trainedWords": [
384
+ "Blend the object into the image seamlessly"
385
+ ],
386
+ "covered": true,
387
+ "stats": {
388
+ "downloadCount": 0,
389
+ "thumbsUpCount": 0,
390
+ "thumbsDownCount": 0
391
+ },
392
+ "files": [
393
+ {
394
+ "id": 2768159,
395
+ "sizeKB": 90260.4296875,
396
+ "name": "fusion4b.safetensors",
397
+ "type": "Model",
398
+ "pickleScanResult": "Success",
399
+ "pickleScanMessage": "No Pickle imports",
400
+ "virusScanResult": "Success",
401
+ "virusScanMessage": null,
402
+ "scannedAt": "2026-04-24T21:20:37.695Z",
403
+ "metadata": {
404
+ "format": "SafeTensor",
405
+ "isRequired": false
406
+ },
407
+ "hashes": {
408
+ "AutoV1": "F25017C8",
409
+ "AutoV2": "ACACFB3D56",
410
+ "SHA256": "ACACFB3D56EA81EC049256B5348AF86A9F683E3B43A27F847CFFB9E169FA1A76",
411
+ "CRC32": "8CD729B6",
412
+ "BLAKE3": "C7DB0B095324FD118ADAEA4D288C4778644D424A705D8EFF7F2725BC8D377849",
413
+ "AutoV3": "EDF7469564FB"
414
+ },
415
+ "downloadUrl": "https://civitai.com/api/download/models/2888268",
416
+ "primary": true
417
+ }
418
+ ],
419
+ "images": [
420
+ {
421
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/36334fea-0725-4ba8-ac40-d1abf17aa48e/original=true/128510453.mp4",
422
+ "nsfwLevel": 1,
423
+ "width": 916,
424
+ "height": 1374,
425
+ "hash": "U9DuxBI[0M-S~AM}ENkC07WB${-ntlj?n3WE",
426
+ "type": "video",
427
+ "minor": false,
428
+ "poi": false,
429
+ "hasMeta": true,
430
+ "hasPositivePrompt": true,
431
+ "onSite": false,
432
+ "remixOfId": null
433
+ },
434
+ {
435
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0c64a0ae-3a15-4c74-b039-e6e8c21cfd22/original=true/128510454.jpeg",
436
+ "nsfwLevel": 1,
437
+ "width": 912,
438
+ "height": 1360,
439
+ "hash": "UAAc;bNK4qs:~TRkIqt69NjYouxso$WCRPoe",
440
+ "type": "image",
441
+ "minor": false,
442
+ "poi": false,
443
+ "hasMeta": true,
444
+ "hasPositivePrompt": true,
445
+ "onSite": false,
446
+ "remixOfId": null
447
+ },
448
+ {
449
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/aef64ae8-c28b-4a42-9aec-86fa0ac05f98/original=true/128510511.mp4",
450
+ "nsfwLevel": 1,
451
+ "width": 916,
452
+ "height": 1374,
453
+ "hash": "UKOC57]O00*J0*I=w@Q.9Ht7%fRjM_R+o~aK",
454
+ "type": "video",
455
+ "minor": false,
456
+ "poi": false,
457
+ "hasMeta": true,
458
+ "hasPositivePrompt": true,
459
+ "onSite": false,
460
+ "remixOfId": null
461
+ },
462
+ {
463
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6cc707e2-8626-4319-b113-b8f062f414cd/original=true/128510525.jpeg",
464
+ "nsfwLevel": 1,
465
+ "width": 912,
466
+ "height": 1360,
467
+ "hash": "UkHBVzt7jEW=~WofoLWXtmWXf,oKJ:R*R+sn",
468
+ "type": "image",
469
+ "minor": false,
470
+ "poi": false,
471
+ "hasMeta": true,
472
+ "hasPositivePrompt": true,
473
+ "onSite": false,
474
+ "remixOfId": null
475
+ },
476
+ {
477
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2e47a8a8-556c-4dc8-851f-98cd5ea2c231/original=true/128510518.jpeg",
478
+ "nsfwLevel": 1,
479
+ "width": 916,
480
+ "height": 1374,
481
+ "hash": "UkI4;Wt7Mxbc~Woff6bIXUWXtRo0JDR*WWn$",
482
+ "type": "image",
483
+ "minor": false,
484
+ "poi": false,
485
+ "hasMeta": true,
486
+ "hasPositivePrompt": true,
487
+ "onSite": false,
488
+ "remixOfId": null
489
+ },
490
+ {
491
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5d23a91d-9cf0-456b-a984-104742f37402/original=true/128510522.jpeg",
492
+ "nsfwLevel": 1,
493
+ "width": 912,
494
+ "height": 1360,
495
+ "hash": "UCKBBm9r?at3~V%No#-;~pWT9F-;9a%1^+tR",
496
+ "type": "image",
497
+ "minor": false,
498
+ "poi": false,
499
+ "hasMeta": true,
500
+ "hasPositivePrompt": true,
501
+ "onSite": false,
502
+ "remixOfId": null
503
+ },
504
+ {
505
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b0cbefe1-a4ac-44cf-b716-d08048bed344/original=true/128510514.jpeg",
506
+ "nsfwLevel": 1,
507
+ "width": 916,
508
+ "height": 1374,
509
+ "hash": "UAJ[0A54?a%L~V-=xv-;~pow9F-=E3$*^+x^",
510
+ "type": "image",
511
+ "minor": false,
512
+ "poi": false,
513
+ "hasMeta": true,
514
+ "hasPositivePrompt": true,
515
+ "onSite": false,
516
+ "remixOfId": null
517
+ },
518
+ {
519
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f0119224-13fb-4b2f-847d-695c8d13ace7/original=true/128510524.jpeg",
520
+ "nsfwLevel": 1,
521
+ "width": 912,
522
+ "height": 1360,
523
+ "hash": "UON^9zo#xuWB_N%N%Moe-:RjIUoz%MRjV@WC",
524
+ "type": "image",
525
+ "minor": false,
526
+ "poi": false,
527
+ "hasMeta": true,
528
+ "hasPositivePrompt": true,
529
+ "onSite": false,
530
+ "remixOfId": null
531
+ },
532
+ {
533
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9d67ef8c-fd20-49f1-9442-48164a9c4e62/original=true/128510515.jpeg",
534
+ "nsfwLevel": 1,
535
+ "width": 916,
536
+ "height": 1374,
537
+ "hash": "UPNTaht8xtRj_N%N%Moe-.M{IVt7%MRjRjWX",
538
+ "type": "image",
539
+ "minor": false,
540
+ "poi": false,
541
+ "hasMeta": true,
542
+ "hasPositivePrompt": true,
543
+ "onSite": false,
544
+ "remixOfId": null
545
+ },
546
+ {
547
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/04570565-2be6-44e0-8bc6-f406428fba40/original=true/128510533.jpeg",
548
+ "nsfwLevel": 1,
549
+ "width": 912,
550
+ "height": 1360,
551
+ "hash": "UxHf9pj]xvt7?wWBkCj]x^ofkBoftRf5V@j[",
552
+ "type": "image",
553
+ "minor": false,
554
+ "poi": false,
555
+ "hasMeta": true,
556
+ "hasPositivePrompt": true,
557
+ "onSite": false,
558
+ "remixOfId": null
559
+ },
560
+ {
561
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/27ff0616-350b-4b6f-8609-a73767fb657a/original=true/128510532.jpeg",
562
+ "nsfwLevel": 1,
563
+ "width": 912,
564
+ "height": 1360,
565
+ "hash": "UuJIFaogkDof?wWBogj]%hofWBfkW?f5jskC",
566
+ "type": "image",
567
+ "minor": false,
568
+ "poi": false,
569
+ "hasMeta": true,
570
+ "hasPositivePrompt": true,
571
+ "onSite": false,
572
+ "remixOfId": null
573
+ },
574
+ {
575
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4ff408ef-c653-4dce-bfde-137a37a9da43/original=true/128510527.jpeg",
576
+ "nsfwLevel": 1,
577
+ "width": 912,
578
+ "height": 1360,
579
+ "hash": "UlMQYCIUtSWX~qxtNGWXRPj]NGWCafWBozay",
580
+ "type": "image",
581
+ "minor": false,
582
+ "poi": false,
583
+ "hasMeta": true,
584
+ "hasPositivePrompt": true,
585
+ "onSite": false,
586
+ "remixOfId": null
587
+ },
588
+ {
589
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4b6ef674-989d-4ae4-a79e-c3ccff8d3994/original=true/128510512.mp4",
590
+ "nsfwLevel": 1,
591
+ "width": 916,
592
+ "height": 1374,
593
+ "hash": "UjM7V~IUtRWB~qxtRjWXROfkNHWXjbWBkCWB",
594
+ "type": "video",
595
+ "minor": false,
596
+ "poi": false,
597
+ "hasMeta": true,
598
+ "hasPositivePrompt": true,
599
+ "onSite": false,
600
+ "remixOfId": null
601
+ }
602
+ ],
603
+ "downloadUrl": "https://civitai.com/api/download/models/2888268"
604
+ }
605
+ ]
606
+ }
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/fusion2250-mid_2548669-vid_2864208.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ hash_name, hash_id
2
+ AutoV1, 956C1C12
3
+ AutoV2, 978A63F6BB
4
+ SHA256, 978A63F6BB2D761DC1B07C43D694BFD53F22E435E342A25F38BBB3DCD93E28B2
5
+ CRC32, CB17C82A
6
+ BLAKE3, C2992EBBED1E57CE709940AF76E378B1D9AD3C4AEAFCCCE5EF3063E6577EBDFC
7
+ AutoV3, C20E3BF0365A
klein-9b/lora/Image Blend Fusion for Flux.2 Klein 4B & 9B Edit/fusion2250-mid_2548669-vid_2864208.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:978a63f6bb2d761dc1b07c43d694bfd53f22e435e342a25f38bbb3dcd93e28b2
3
+ size 165704368
klein-9b/lora/Mannequins & Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)/extra_data-vid_2689061/121058738.jpeg CHANGED
klein-9b/lora/Mannequins & Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)/extra_data-vid_2689061/model_dict-mid_2191265-vid_2689061.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "id": 2191265,
3
  "name": "Mannequins / Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)",
4
- "description": "<p>Creates pose dummy mannequins from reference images.</p><p>The intended use case is to use the resulting images as pose references for image generation with e.g. Nano Banana Pro or for LoRA training.</p><p>Sample prompt:</p><pre><code>Generate a picture of abstract CGI mannequins in the exact same pose as the people in the image. The mannequins should have fingers, toes, and an abstract representation of facial expression. The mannequins do not have any hair. They have perfectly clean gray skin with a black wireframe overlaid on top without any discolorations. The background of the image is a plain featureless middle gray void. Do not include any objects the people in the image may or may not be interacting with.</code></pre><p>You can get somewhat similar results out of base Qwen-Image-Edit with appropriate prompting, but it is a lot less consistent in my experience.</p><p>It seems to work okay with cfg = 1.0 and steps = 20. Higher cfg values can produce better results, but may affect how faithful the result is.<br />The 8-step Lightning LoRA can also be very viable and often produces cleaner results.</p><p>Notes:</p><ul><li><p>The model seems to be quite flexible with output styles. Although it was trained exclusively on gray wireframe mannequins as output images, it is able to produce significantly more realistic results.</p></li><li><p>It works well with inpainting if you mask the characters. The mask doesn't need to be pixel-perfect either.</p></li></ul><p></p>",
5
  "allowNoCredit": true,
6
  "allowCommercialUse": "{Image,RentCivit,Rent,Sell}",
7
  "allowDerivatives": true,
@@ -17,15 +17,15 @@
17
  "cosmetic": null,
18
  "supportsGeneration": true,
19
  "stats": {
20
- "downloadCount": 722,
21
- "thumbsUpCount": 88,
22
  "thumbsDownCount": 0,
23
- "commentCount": 5,
24
  "tippedAmountCount": 0
25
  },
26
  "creator": {
27
  "username": "VV24",
28
- "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/175a24fe-5892-4a7d-b811-68f5e145082a/width=96/VV24.jpeg"
29
  },
30
  "tags": [
31
  "style",
@@ -46,8 +46,8 @@
46
  "description": "<p>Trained on the exact same dataset as V1 for Qwen-Image-Edit 2509.</p><p>I wouldn't necessarily recommend this version if you can run Qwen-Image-Edit because it seems Flux.2 Klein doesn't understand anatomy quite as well as Qwen-Image-Edit does. But it's probably close enough for many purposes.</p><p>Sample prompt:</p><pre><code>Generate a picture of CGI mannequins in the exact same pose as the people in the image. The mannequins should have fingers, toes, eyes, and a detailed facial expression. The mannequins do not have any hair. They have perfectly clean white skin without any discolorations. The background of the image is a plain featureless shiny black void. Do not include any objects the people in the image may or may not be interacting with. Do not change the people's pose in any way.</code></pre>",
47
  "covered": true,
48
  "stats": {
49
- "downloadCount": 250,
50
- "thumbsUpCount": 31,
51
  "thumbsDownCount": 0
52
  },
53
  "files": [
@@ -136,8 +136,8 @@
136
  "description": "<p>Default prompt:</p><pre><code>Generate a picture of an abstract CGI mannequin in the exact same pose as the person in the image.\nThe mannequin should have fingers, toes, and an abstract representation of facial expression.\nThe mannequin does not have any hair. It has perfectly clean gray skin with a black wireframe overlaid on top without any discolorations.\nThe background of the image is a plain featureless middle gray photo studio.\nDo not include any objects the person in the image may or may not be interacting with.</code></pre><pre><code></code></pre>",
137
  "covered": true,
138
  "stats": {
139
- "downloadCount": 472,
140
- "thumbsUpCount": 71,
141
  "thumbsDownCount": 0
142
  },
143
  "files": [
 
1
  {
2
  "id": 2191265,
3
  "name": "Mannequins / Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)",
4
+ "description": "<p>Creates pose dummy mannequins from reference images.</p><p>The intended use case is to use the resulting images as pose references for image generation with e.g. Nano Banana Pro or for LoRA training.</p><p>Sample prompt:</p><pre><code>Generate a picture of abstract CGI mannequins in the exact same pose as the people in the image. The mannequins should have fingers, toes, and an abstract representation of facial expression. The mannequins do not have any hair. They have perfectly clean gray skin with a black wireframe overlaid on top without any discolorations. The background of the image is a plain featureless middle gray void. Do not include any objects the people in the image may or may not be interacting with.</code></pre><p>You can get somewhat similar results out of base Qwen-Image-Edit with appropriate prompting, but it is a lot less consistent in my experience.</p><p>It seems to work okay with cfg = 1.0 and steps = 20. Higher cfg values can produce better results, but may affect how faithful the result is.<br />The 8-step Lightning LoRA can also be very viable and often produces cleaner results.</p><p></p>",
5
  "allowNoCredit": true,
6
  "allowCommercialUse": "{Image,RentCivit,Rent,Sell}",
7
  "allowDerivatives": true,
 
17
  "cosmetic": null,
18
  "supportsGeneration": true,
19
  "stats": {
20
+ "downloadCount": 1226,
21
+ "thumbsUpCount": 126,
22
  "thumbsDownCount": 0,
23
+ "commentCount": 6,
24
  "tippedAmountCount": 0
25
  },
26
  "creator": {
27
  "username": "VV24",
28
+ "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d3fbcbe1-5e27-43ef-9189-f22a572611de/width=96/VV24.jpeg"
29
  },
30
  "tags": [
31
  "style",
 
46
  "description": "<p>Trained on the exact same dataset as V1 for Qwen-Image-Edit 2509.</p><p>I wouldn't necessarily recommend this version if you can run Qwen-Image-Edit because it seems Flux.2 Klein doesn't understand anatomy quite as well as Qwen-Image-Edit does. But it's probably close enough for many purposes.</p><p>Sample prompt:</p><pre><code>Generate a picture of CGI mannequins in the exact same pose as the people in the image. The mannequins should have fingers, toes, eyes, and a detailed facial expression. The mannequins do not have any hair. They have perfectly clean white skin without any discolorations. The background of the image is a plain featureless shiny black void. Do not include any objects the people in the image may or may not be interacting with. Do not change the people's pose in any way.</code></pre>",
47
  "covered": true,
48
  "stats": {
49
+ "downloadCount": 639,
50
+ "thumbsUpCount": 63,
51
  "thumbsDownCount": 0
52
  },
53
  "files": [
 
136
  "description": "<p>Default prompt:</p><pre><code>Generate a picture of an abstract CGI mannequin in the exact same pose as the person in the image.\nThe mannequin should have fingers, toes, and an abstract representation of facial expression.\nThe mannequin does not have any hair. It has perfectly clean gray skin with a black wireframe overlaid on top without any discolorations.\nThe background of the image is a plain featureless middle gray photo studio.\nDo not include any objects the person in the image may or may not be interacting with.</code></pre><pre><code></code></pre>",
137
  "covered": true,
138
  "stats": {
139
+ "downloadCount": 587,
140
+ "thumbsUpCount": 79,
141
  "thumbsDownCount": 0
142
  },
143
  "files": [
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/KleinBase9B_TransferHairStyle-mid_2533253-vid_2847042.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ hash_name, hash_id
2
+ AutoV1, D8AAB1F0
3
+ AutoV2, 299A28F53B
4
+ SHA256, 299A28F53B1355F7ADD607D72CA0E231099BCF789D81CC7ABBB79FBC9673E5C4
5
+ CRC32, 7CCF202E
6
+ BLAKE3, 75CF25E337B2FBFC70F7C4AF16724C940FEBE6078157D19E8D467936D44BBA32
7
+ AutoV3, 3B6590FA4461
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/KleinBase9B_TransferHairStyle-mid_2533253-vid_2847042.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:299a28f53b1355f7add607d72ca0e231099bcf789d81cc7abbb79fbc9673e5c4
3
+ size 82866944
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127133968.jpeg ADDED

Git LFS Details

  • SHA256: c59081f31956333692fc57a2ee6759deaea8b4d53d1e80d3b763468cdc6cb846
  • Pointer size: 132 Bytes
  • Size of remote file: 6.21 MB
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127133968.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5e2678d7-96ec-4a03-a1d6-ea0d709b503b/original=true/127133968.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 2037,
5
+ "height": 3791,
6
+ "hash": "UKKw,.r=4:t7?^D%ofM{u5DiwHof%h-ps9x]",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UKKw,.r=4:t7?^D%ofM{u5DiwHof%h-ps9x]",
10
+ "size": 6210269,
11
+ "width": 2037,
12
+ "height": 3791,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "seed": 1,
19
+ "vaes": [
20
+ "flux2-vae.safetensors"
21
+ ],
22
+ "Model": "flux-2-klein-9b-fp8",
23
+ "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"00047-1308787972.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"b10327e0c2dac850ee46e2795ac9325ed7c22026f041dbc8540073f06d0fc317\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"61dKUutrQhL._AC_SL1000_-594456542.jpg\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"0ac4bb6c59d8f484596412788aba564b59a2ab89b575b8dc6e4e405020bde6e1\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 1}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"change the hairstyle of the woman in Image 1 to match the hairstyle shown in Image 2, long blonde twintails\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_TransferHairStyle.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"791e2055-38bd-4d89-a91d-0ac3b11ef64b\", \"revision\": 0, \"last_node_id\": 1464, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502 \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"61dKUutrQhL._AC_SL1000_-594456542.jpg\", \"image\"]}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"00047-1308787972.png\", \"image\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"change the hairstyle of the woman in Image 1 to match the hairstyle shown in Image 2, long blonde twintails\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_TransferHairStyle.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 1.79858789909215, \"offset\": [-194.9115799957711, -755.9290812029911]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
24
+ "models": [
25
+ "flux-2-klein-9b-fp8.safetensors"
26
+ ],
27
+ "prompt": "change the hairstyle of the woman in Image 1 to match the hairstyle shown in Image 2, long blonde twintails",
28
+ "sampler": "Euler",
29
+ "additionalResources": [
30
+ {
31
+ "name": "KleinBase9B_TransferHairStyle.safetensors",
32
+ "type": "lora",
33
+ "strength": 1.5,
34
+ "strengthClip": 1
35
+ }
36
+ ]
37
+ },
38
+ "availability": "Public",
39
+ "hasMeta": true,
40
+ "hasPositivePrompt": true,
41
+ "onSite": false,
42
+ "remixOfId": null
43
+ }
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134085.jpeg ADDED

Git LFS Details

  • SHA256: 1ecb42e327c295e0c57c47b59786e7d9219a7271376daabe0b3044bddd70d24f
  • Pointer size: 132 Bytes
  • Size of remote file: 5.41 MB
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134085.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/11662f41-861f-4612-bc0b-c707d7ca49c3/original=true/127134085.jpeg",
3
+ "nsfwLevel": 1,
4
+ "width": 1844,
5
+ "height": 3668,
6
+ "hash": "UiL44;D%9Z%L_NMxixWUoiM{jYRjt6axogWB",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UiL44;D%9Z%L_NMxixWUoiM{jYRjt6axogWB",
10
+ "size": 5410906,
11
+ "width": 1844,
12
+ "height": 3668,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "seed": 1,
19
+ "vaes": [
20
+ "flux2-vae.safetensors"
21
+ ],
22
+ "Model": "flux-2-klein-9b-fp8",
23
+ "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"00012-417880514.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"3f6f80f176c1b5ea5adbc98f2ab4c32b10ad9a09a240cd2a9342d770a3c360fc\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"hairstyle_00033_.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"e06fbb6761f8e96cdb3b4f307b410398beb28d46ab9cef02f42fed9cd3a74924\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 1}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_TransferHairStyle.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"791e2055-38bd-4d89-a91d-0ac3b11ef64b\", \"revision\": 0, \"last_node_id\": 1464, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502 \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"00012-417880514.png\", \"image\"]}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"hairstyle_00033_.png\", \"image\"]}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_TransferHairStyle.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 1.0152559799477066, \"offset\": [417.3175955267787, -563.3946609244603]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
24
+ "models": [
25
+ "flux-2-klein-9b-fp8.safetensors"
26
+ ],
27
+ "prompt": "change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2",
28
+ "sampler": "Euler",
29
+ "additionalResources": [
30
+ {
31
+ "name": "KleinBase9B_TransferHairStyle.safetensors",
32
+ "type": "lora",
33
+ "strength": 1.5,
34
+ "strengthClip": 1
35
+ }
36
+ ]
37
+ },
38
+ "availability": "Public",
39
+ "hasMeta": true,
40
+ "hasPositivePrompt": true,
41
+ "onSite": false,
42
+ "remixOfId": null
43
+ }
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134108.jpeg ADDED

Git LFS Details

  • SHA256: 767cd20b28d572dc392c33b26d4706902be579416164d905da6cf60319cc30df
  • Pointer size: 132 Bytes
  • Size of remote file: 3.58 MB
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/127134108.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2727f84e-4426-4967-8dbf-5ad3419d8838/original=true/127134108.jpeg",
3
+ "nsfwLevel": 2,
4
+ "width": 1229,
5
+ "height": 2619,
6
+ "hash": "UWHe5yNF9ZRQ~WD%M{jYtRIo%1xZ-pWWj?oL",
7
+ "type": "image",
8
+ "metadata": {
9
+ "hash": "UWHe5yNF9ZRQ~WD%M{jYtRIo%1xZ-pWWj?oL",
10
+ "size": 3583032,
11
+ "width": 1229,
12
+ "height": 2619,
13
+ "nsfwLevelReason": "Knights Vote"
14
+ },
15
+ "minor": false,
16
+ "poi": false,
17
+ "meta": {
18
+ "seed": 1,
19
+ "vaes": [
20
+ "flux2-vae.safetensors"
21
+ ],
22
+ "Model": "flux-2-klein-9b-fp8",
23
+ "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"0000_A.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"a016fecec614490d92b32d9d3f254b7755a5969a4a8ac3880ee345e831f2c393\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/TransferHairStyle/TransferHairStyle\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"hairstyle_00037_.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"c197306b6dcc435cb6de9339d7cf7474106deb8d3b6a387bc08c4119cbbd9ddc\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 1}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_TransferHairStyle.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"791e2055-38bd-4d89-a91d-0ac3b11ef64b\", \"revision\": 0, \"last_node_id\": 1464, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502 \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502 \\u2502 \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502 \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502 \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/TransferHairStyle/TransferHairStyle\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"hairstyle_00037_.png\", \"image\"]}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"0000_A.png\", \"image\"]}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_TransferHairStyle.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1464, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 0.9229599817706435, \"offset\": [611.9459203147094, -358.9291951830988]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
24
+ "models": [
25
+ "flux-2-klein-9b-fp8.safetensors"
26
+ ],
27
+ "prompt": "change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2",
28
+ "sampler": "Euler",
29
+ "additionalResources": [
30
+ {
31
+ "name": "KleinBase9B_TransferHairStyle.safetensors",
32
+ "type": "lora",
33
+ "strength": 1.5,
34
+ "strengthClip": 1
35
+ }
36
+ ]
37
+ },
38
+ "availability": "Public",
39
+ "hasMeta": true,
40
+ "hasPositivePrompt": true,
41
+ "onSite": false,
42
+ "remixOfId": null
43
+ }
klein-9b/lora/Replace Hair Style [Klein 4B & 9B]/extra_data-vid_2847042/model_dict-mid_2533253-vid_2847042.json ADDED
@@ -0,0 +1,251 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "id": 2533253,
3
+ "name": "Replace Hair Style [Klein 4B & 9B]",
4
+ "description": "<p>Allows you to replace the hair style of a person in the first control image with the hair style depicted in the second control image while preserving the hair color of the original image.</p><p>The second control image supports both pictures of a person and pictures of wigs.</p><p>If the style being copied has a hat or other headwear, this will often be transferred as well, so if you do not want it transferred, I recommend first running it through an Image Edit model with a prompt like \"remove the person's headwear\" then using that output as your Control 2 image.</p><p>For best results, use single-subject images and use images with comparable framing. If you are having hair color bleed from Control Image 2 onto the final image, you can suppress this with a short description of what you want, such as \"long blonde twintails.\"</p><pre><code>change the hairstyle of the person in Image 1 with the hairstyle shown in Image 2\nchange the hairstyle of the man in Image 1 with the hairstyle shown in Image 2\nchange the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2</code></pre><p><strong>California AB 2013 Training Data Disclosure</strong></p><ul><li><p>This LoRA was fine-tuned using visual data consisting of a mix between photographs and synthetic still images. The training data may include copyrighted material owned by third parties. No training data was licensed or purchased. This LoRA is provided for non-commercial use only under the terms of its distribution.</p></li><li><p>The dataset consists of over 100 image sets (over 300 images total). This is the total used for training after low quality sets were culled. Dataset was created in 2026. Non-synthetic images were collected from publicly accessible sources in 2026.</p></li><li><p>Image data was processed through standard resizing, cropping, normalization, and labeling steps. Synthetic images were included as part of the training dataset.</p></li><li><p>This model is intended for non-commercial, experimental, and educational use. Generated outputs may reflect copyrighted visual styles or themes associated with the underlying training data. Users are responsible for ensuring compliance with applicable copyright law, other intellectual property laws, and all other applicable laws.</p></li></ul><p></p>",
5
+ "allowNoCredit": true,
6
+ "allowCommercialUse": "{RentCivit,Rent}",
7
+ "allowDerivatives": true,
8
+ "allowDifferentLicense": true,
9
+ "type": "LORA",
10
+ "minor": false,
11
+ "sfwOnly": false,
12
+ "poi": false,
13
+ "nsfw": false,
14
+ "nsfwLevel": 3,
15
+ "availability": "Public",
16
+ "userId": 522807,
17
+ "cosmetic": null,
18
+ "supportsGeneration": true,
19
+ "stats": {
20
+ "downloadCount": 354,
21
+ "thumbsUpCount": 46,
22
+ "thumbsDownCount": 1,
23
+ "commentCount": 0,
24
+ "tippedAmountCount": 100
25
+ },
26
+ "creator": {
27
+ "username": "ReltivlyObjectv",
28
+ "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/217cc455-e16c-4896-b76a-66c5f795a1fd/width=96/ReltivlyObjectv.jpeg"
29
+ },
30
+ "tags": [
31
+ "tool"
32
+ ],
33
+ "modelVersions": [
34
+ {
35
+ "id": 2847042,
36
+ "index": 0,
37
+ "name": "Flux.2 Klein 9B (v1.0)",
38
+ "baseModel": "Flux.2 Klein 9B-base",
39
+ "baseModelType": "Standard",
40
+ "createdAt": "2026-04-10T20:26:24.631Z",
41
+ "publishedAt": "2026-04-11T18:29:50.116Z",
42
+ "status": "Published",
43
+ "availability": "Public",
44
+ "nsfwLevel": 3,
45
+ "trainedWords": [
46
+ "change the hairstyle of the person in Image 1 with the hairstyle shown in Image 2",
47
+ "change the hairstyle of the man in Image 1 with the hairstyle shown in Image 2",
48
+ "change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2"
49
+ ],
50
+ "covered": true,
51
+ "stats": {
52
+ "downloadCount": 295,
53
+ "thumbsUpCount": 45,
54
+ "thumbsDownCount": 1
55
+ },
56
+ "files": [
57
+ {
58
+ "id": 2735554,
59
+ "sizeKB": 80924.75,
60
+ "name": "KleinBase9B_TransferHairStyle.safetensors",
61
+ "type": "Model",
62
+ "pickleScanResult": "Success",
63
+ "pickleScanMessage": "No Pickle imports",
64
+ "virusScanResult": "Success",
65
+ "virusScanMessage": null,
66
+ "scannedAt": "2026-04-11T17:16:48.534Z",
67
+ "metadata": {
68
+ "format": "SafeTensor"
69
+ },
70
+ "hashes": {
71
+ "AutoV1": "D8AAB1F0",
72
+ "AutoV2": "299A28F53B",
73
+ "SHA256": "299A28F53B1355F7ADD607D72CA0E231099BCF789D81CC7ABBB79FBC9673E5C4",
74
+ "CRC32": "7CCF202E",
75
+ "BLAKE3": "75CF25E337B2FBFC70F7C4AF16724C940FEBE6078157D19E8D467936D44BBA32",
76
+ "AutoV3": "3B6590FA4461"
77
+ },
78
+ "downloadUrl": "https://civitai.com/api/download/models/2847042",
79
+ "primary": true
80
+ }
81
+ ],
82
+ "images": [
83
+ {
84
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/5e2678d7-96ec-4a03-a1d6-ea0d709b503b/original=true/127133968.jpeg",
85
+ "nsfwLevel": 1,
86
+ "width": 2037,
87
+ "height": 3791,
88
+ "hash": "UKKw,.r=4:t7?^D%ofM{u5DiwHof%h-ps9x]",
89
+ "type": "image",
90
+ "minor": false,
91
+ "poi": false,
92
+ "hasMeta": true,
93
+ "hasPositivePrompt": true,
94
+ "onSite": false,
95
+ "remixOfId": null
96
+ },
97
+ {
98
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/11662f41-861f-4612-bc0b-c707d7ca49c3/original=true/127134085.jpeg",
99
+ "nsfwLevel": 1,
100
+ "width": 1844,
101
+ "height": 3668,
102
+ "hash": "UiL44;D%9Z%L_NMxixWUoiM{jYRjt6axogWB",
103
+ "type": "image",
104
+ "minor": false,
105
+ "poi": false,
106
+ "hasMeta": true,
107
+ "hasPositivePrompt": true,
108
+ "onSite": false,
109
+ "remixOfId": null
110
+ },
111
+ {
112
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2727f84e-4426-4967-8dbf-5ad3419d8838/original=true/127134108.jpeg",
113
+ "nsfwLevel": 2,
114
+ "width": 1229,
115
+ "height": 2619,
116
+ "hash": "UWHe5yNF9ZRQ~WD%M{jYtRIo%1xZ-pWWj?oL",
117
+ "type": "image",
118
+ "minor": false,
119
+ "poi": false,
120
+ "hasMeta": true,
121
+ "hasPositivePrompt": true,
122
+ "onSite": false,
123
+ "remixOfId": null
124
+ },
125
+ {
126
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f0a1016d-4458-49da-a0eb-fe9909ce1899/original=true/127134321.jpeg",
127
+ "nsfwLevel": 1,
128
+ "width": 2148,
129
+ "height": 3172,
130
+ "hash": "UGH2cq~pTKNIt.?aR5WE8_%MjYMyIUbctRR*",
131
+ "type": "image",
132
+ "minor": false,
133
+ "poi": false,
134
+ "hasMeta": true,
135
+ "hasPositivePrompt": true,
136
+ "onSite": false,
137
+ "remixOfId": null
138
+ }
139
+ ],
140
+ "downloadUrl": "https://civitai.com/api/download/models/2847042"
141
+ },
142
+ {
143
+ "id": 2849974,
144
+ "index": 1,
145
+ "name": "Flux.2 Klein 4B (v1.0)",
146
+ "baseModel": "Flux.2 Klein 4B-base",
147
+ "baseModelType": "Standard",
148
+ "createdAt": "2026-04-11T21:53:52.840Z",
149
+ "publishedAt": "2026-04-11T22:09:52.881Z",
150
+ "status": "Published",
151
+ "availability": "Public",
152
+ "nsfwLevel": 3,
153
+ "trainedWords": [
154
+ "change the hairstyle of the person in Image 1 with the hairstyle shown in Image 2",
155
+ "change the hairstyle of the man in Image 1 with the hairstyle shown in Image 2",
156
+ "change the hairstyle of the woman in Image 1 with the hairstyle shown in Image 2"
157
+ ],
158
+ "covered": true,
159
+ "stats": {
160
+ "downloadCount": 59,
161
+ "thumbsUpCount": 3,
162
+ "thumbsDownCount": 0
163
+ },
164
+ "files": [
165
+ {
166
+ "id": 2736124,
167
+ "sizeKB": 45140.6171875,
168
+ "name": "KleinBase4B_TransferHairStyle.safetensors",
169
+ "type": "Model",
170
+ "pickleScanResult": "Success",
171
+ "pickleScanMessage": "No Pickle imports",
172
+ "virusScanResult": "Success",
173
+ "virusScanMessage": null,
174
+ "scannedAt": "2026-04-11T21:56:37.825Z",
175
+ "metadata": {
176
+ "format": "SafeTensor"
177
+ },
178
+ "hashes": {
179
+ "AutoV1": "B8EF0EEA",
180
+ "AutoV2": "A1A8B4C610",
181
+ "SHA256": "A1A8B4C6109FD53023E474577277536BBEFB7339BA3F7A53243ECF31E2A0A9B2",
182
+ "CRC32": "EE9C2FDC",
183
+ "BLAKE3": "E3157D7EB8E0FEBEB485C83E071D2E0CEB492E227364D03BBEF92C97ECB43E00",
184
+ "AutoV3": "2A3DE5540264"
185
+ },
186
+ "downloadUrl": "https://civitai.com/api/download/models/2849974",
187
+ "primary": true
188
+ }
189
+ ],
190
+ "images": [
191
+ {
192
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bbb9665a-952d-4eaf-bd46-a2347153f724/original=true/127157496.jpeg",
193
+ "nsfwLevel": 1,
194
+ "width": 2037,
195
+ "height": 3791,
196
+ "hash": "UHLEA.r=0LtR.TDis;IVyY8_wHt6.8-:oKx]",
197
+ "type": "image",
198
+ "minor": false,
199
+ "poi": false,
200
+ "hasMeta": true,
201
+ "hasPositivePrompt": true,
202
+ "onSite": false,
203
+ "remixOfId": null
204
+ },
205
+ {
206
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/a1e2ebdd-b666-4ac0-aa66-1dcca66d0dd2/original=true/127157501.jpeg",
207
+ "nsfwLevel": 2,
208
+ "width": 1844,
209
+ "height": 3668,
210
+ "hash": "UcLp:WD%56%M_NMxn5R*t9M{WARjt6axozWB",
211
+ "type": "image",
212
+ "minor": false,
213
+ "poi": false,
214
+ "hasMeta": true,
215
+ "hasPositivePrompt": true,
216
+ "onSite": false,
217
+ "remixOfId": null
218
+ },
219
+ {
220
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/159434d6-a1ac-4b6a-88bb-3297f2487f9d/original=true/127157506.jpeg",
221
+ "nsfwLevel": 2,
222
+ "width": 1229,
223
+ "height": 2619,
224
+ "hash": "URIECGIU4:Rk~X9ZIooJb{M{=_xF?HbHe.af",
225
+ "type": "image",
226
+ "minor": false,
227
+ "poi": false,
228
+ "hasMeta": true,
229
+ "hasPositivePrompt": true,
230
+ "onSite": false,
231
+ "remixOfId": null
232
+ },
233
+ {
234
+ "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c79d14b9-656b-4a28-8cab-7584304f6706/original=true/127157508.jpeg",
235
+ "nsfwLevel": 1,
236
+ "width": 2148,
237
+ "height": 3172,
238
+ "hash": "UHIOhD~pK%NIOb?aVYWY00%Ms.RPIUbJkWRj",
239
+ "type": "image",
240
+ "minor": false,
241
+ "poi": false,
242
+ "hasMeta": true,
243
+ "hasPositivePrompt": true,
244
+ "onSite": false,
245
+ "remixOfId": null
246
+ }
247
+ ],
248
+ "downloadUrl": "https://civitai.com/api/download/models/2849974"
249
+ }
250
+ ]
251
+ }