RioShiina commited on
Commit
7d913cb
·
verified ·
1 Parent(s): 0d5a1ac

Add Krea-2 Identity Edit injector.

Browse files
README.md CHANGED
@@ -65,6 +65,7 @@ models:
65
  - Comfy-Org/Wan_2.1_ComfyUI_repackaged
66
  - Comfy-Org/z_image
67
  - Comfy-Org/z_image_turbo
 
68
  - cyberdelia/CyberRealisticPony
69
  - diffusionmodels1254ani/hassakuAnima
70
  - diffusionmodels1254ani/kirazuriAnima_v30AnimaBase1
@@ -111,6 +112,7 @@ models:
111
  - stabilityai/stable-diffusion-3.5-controlnets
112
  - stabilityai/stable-diffusion-xl-base-1.0
113
  - stable-diffusion-v1-5/stable-diffusion-v1-5
 
114
  - Wenaka/NoobAI_XL_Inpainting_ControlNet_Full
115
  - xinsir/anime-painter
116
  - xinsir/controlnet-canny-sdxl-1.0
 
65
  - Comfy-Org/Wan_2.1_ComfyUI_repackaged
66
  - Comfy-Org/z_image
67
  - Comfy-Org/z_image_turbo
68
+ - conradlocke/krea2-identity-edit
69
  - cyberdelia/CyberRealisticPony
70
  - diffusionmodels1254ani/hassakuAnima
71
  - diffusionmodels1254ani/kirazuriAnima_v30AnimaBase1
 
112
  - stabilityai/stable-diffusion-3.5-controlnets
113
  - stabilityai/stable-diffusion-xl-base-1.0
114
  - stable-diffusion-v1-5/stable-diffusion-v1-5
115
+ - tsukiyomi/krea2_raw-nvfp4
116
  - Wenaka/NoobAI_XL_Inpainting_ControlNet_Full
117
  - xinsir/anime-painter
118
  - xinsir/controlnet-canny-sdxl-1.0
chain_injectors/krea2_identity_edit_injector.py ADDED
@@ -0,0 +1,159 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ from utils.app_utils import ensure_file_downloaded
3
+
4
+ def inject(assembler, chain_definition, chain_items):
5
+ if not chain_items:
6
+ return
7
+
8
+ valid_images = []
9
+ for item in chain_items:
10
+ if not item:
11
+ continue
12
+ img_path = item
13
+ if isinstance(item, dict):
14
+ img_path = item.get('image') or item.get('filename') or item.get('path')
15
+ if img_path:
16
+ valid_images.append(img_path)
17
+
18
+ if not valid_images:
19
+ return
20
+
21
+ valid_images = valid_images[:2]
22
+
23
+ lora_filename = "krea2_identity_edit_v1_2.safetensors"
24
+ try:
25
+ ensure_file_downloaded(lora_filename)
26
+ except Exception as e:
27
+ print(f"Warning: Failed to ensure '{lora_filename}' downloaded: {e}")
28
+
29
+ ksampler_name = chain_definition.get('ksampler_node', 'ksampler')
30
+ pos_prompt_name = chain_definition.get('pos_prompt_node', 'pos_prompt')
31
+ neg_prompt_name = chain_definition.get('neg_prompt_node', 'neg_prompt')
32
+ clip_loader_name = chain_definition.get('clip_loader_node', 'clip_loader')
33
+ vae_loader_name = chain_definition.get('vae_loader_node', 'vae_loader')
34
+
35
+ if ksampler_name not in assembler.node_map:
36
+ print(f"Warning: Target node '{ksampler_name}' for Krea2 Identity Edit chain not found. Skipping.")
37
+ return
38
+
39
+ ksampler_id = assembler.node_map[ksampler_name]
40
+
41
+ if 'model' not in assembler.workflow[ksampler_id]['inputs']:
42
+ print(f"Warning: KSampler node '{ksampler_name}' is missing 'model' input. Skipping.")
43
+ return
44
+
45
+ latent_connection = assembler.workflow[ksampler_id]['inputs'].get('latent_image')
46
+ if not latent_connection:
47
+ print(f"Warning: KSampler node '{ksampler_name}' is missing 'latent_image' input. Skipping.")
48
+ return
49
+
50
+ current_model_connection = assembler.workflow[ksampler_id]['inputs']['model']
51
+
52
+ vae_connection = None
53
+ if vae_loader_name in assembler.node_map:
54
+ vae_connection = [assembler.node_map[vae_loader_name], 0]
55
+
56
+ clip_connection = None
57
+ if clip_loader_name in assembler.node_map:
58
+ clip_connection = [assembler.node_map[clip_loader_name], 0]
59
+ elif pos_prompt_name in assembler.node_map:
60
+ pos_id = assembler.node_map[pos_prompt_name]
61
+ clip_connection = assembler.workflow[pos_id]['inputs'].get('clip')
62
+
63
+ lora_loader_id = assembler._get_unique_id()
64
+ lora_loader_node = assembler._get_node_template("LoraLoaderModelOnly")
65
+ lora_loader_node['inputs']['lora_name'] = lora_filename
66
+ lora_loader_node['inputs']['strength_model'] = 1.0
67
+ lora_loader_node['inputs']['model'] = current_model_connection
68
+ lora_loader_node['_meta']['title'] = "Load LoRA (Krea2 Identity Edit)"
69
+ assembler.workflow[lora_loader_id] = lora_loader_node
70
+
71
+ image_ids = []
72
+ vae_encode_ids = []
73
+
74
+ for i, img_filename in enumerate(valid_images):
75
+ load_id = assembler._get_unique_id()
76
+ load_node = assembler._get_node_template("LoadImage")
77
+ load_node['inputs']['image'] = img_filename
78
+ load_node['_meta']['title'] = f"Load Image (Ref {i+1})"
79
+ assembler.workflow[load_id] = load_node
80
+ image_ids.append(load_id)
81
+
82
+ vae_enc_id = assembler._get_unique_id()
83
+ vae_enc_node = assembler._get_node_template("VAEEncode")
84
+ vae_enc_node['inputs']['pixels'] = [load_id, 0]
85
+ if vae_connection:
86
+ vae_enc_node['inputs']['vae'] = vae_connection
87
+ vae_enc_node['_meta']['title'] = f"VAE Encode (Ref {i+1})"
88
+ assembler.workflow[vae_enc_id] = vae_enc_node
89
+ vae_encode_ids.append(vae_enc_id)
90
+
91
+ patch_id = assembler._get_unique_id()
92
+ patch_node = assembler._get_node_template("Krea2EditModelPatch")
93
+ patch_node['inputs']['ref_boost'] = 4
94
+ patch_node['inputs']['ref_boost_a'] = 1
95
+ patch_node['inputs']['fit_mode'] = "fit"
96
+ patch_node['inputs']['model'] = [lora_loader_id, 0]
97
+ patch_node['inputs']['source_latent'] = [vae_encode_ids[0], 0]
98
+ if vae_connection:
99
+ patch_node['inputs']['vae'] = vae_connection
100
+ patch_node['inputs']['source_image'] = [image_ids[0], 0]
101
+ patch_node['inputs']['target_latent'] = latent_connection
102
+
103
+ if len(valid_images) > 1:
104
+ patch_node['inputs']['source_latent_b'] = [vae_encode_ids[1], 0]
105
+ patch_node['inputs']['source_image_b'] = [image_ids[1], 0]
106
+
107
+ patch_node['_meta']['title'] = "Krea2 Edit (source patch)"
108
+ assembler.workflow[patch_id] = patch_node
109
+
110
+ assembler.workflow[ksampler_id]['inputs']['model'] = [patch_id, 0]
111
+
112
+ pos_prompt_id = assembler.node_map.get(pos_prompt_name)
113
+ neg_prompt_id = assembler.node_map.get(neg_prompt_name)
114
+
115
+ pos_text = ""
116
+ if pos_prompt_id and pos_prompt_id in assembler.workflow:
117
+ pos_text = assembler.workflow[pos_prompt_id]['inputs'].get('text', '')
118
+
119
+ neg_text = ""
120
+ if neg_prompt_id and neg_prompt_id in assembler.workflow:
121
+ neg_text = assembler.workflow[neg_prompt_id]['inputs'].get('text', '')
122
+
123
+ pos_grounded_id = assembler._get_unique_id()
124
+ pos_grounded_node = assembler._get_node_template("Krea2EditGroundedEncode")
125
+ pos_grounded_node['inputs']['prompt'] = pos_text
126
+ pos_grounded_node['inputs']['grounding_px'] = 768
127
+ pos_grounded_node['inputs']['system_prompt'] = ""
128
+ if clip_connection:
129
+ pos_grounded_node['inputs']['clip'] = clip_connection
130
+ pos_grounded_node['inputs']['image'] = [image_ids[0], 0]
131
+ if len(valid_images) > 1:
132
+ pos_grounded_node['inputs']['image_b'] = [image_ids[1], 0]
133
+ pos_grounded_node['_meta']['title'] = "Krea2 Edit (grounded encode positive)"
134
+ assembler.workflow[pos_grounded_id] = pos_grounded_node
135
+
136
+ assembler.workflow[ksampler_id]['inputs']['positive'] = [pos_grounded_id, 0]
137
+
138
+ neg_grounded_id = assembler._get_unique_id()
139
+ neg_grounded_node = assembler._get_node_template("Krea2EditGroundedEncode")
140
+ neg_grounded_node['inputs']['prompt'] = neg_text
141
+ neg_grounded_node['inputs']['grounding_px'] = 768
142
+ neg_grounded_node['inputs']['system_prompt'] = ""
143
+ if clip_connection:
144
+ neg_grounded_node['inputs']['clip'] = clip_connection
145
+ neg_grounded_node['inputs']['image'] = [image_ids[0], 0]
146
+ if len(valid_images) > 1:
147
+ neg_grounded_node['inputs']['image_b'] = [image_ids[1], 0]
148
+ neg_grounded_node['_meta']['title'] = "Krea2 Edit (grounded encode negative)"
149
+ assembler.workflow[neg_grounded_id] = neg_grounded_node
150
+
151
+ assembler.workflow[ksampler_id]['inputs']['negative'] = [neg_grounded_id, 0]
152
+
153
+ if pos_prompt_id and pos_prompt_id in assembler.workflow:
154
+ del assembler.workflow[pos_prompt_id]
155
+
156
+ if neg_prompt_id and neg_prompt_id in assembler.workflow:
157
+ del assembler.workflow[neg_prompt_id]
158
+
159
+ print(f"Krea2 Identity Edit injector applied with {len(valid_images)} reference image(s). Original CLIPTextEncode nodes removed.")
comfy_integration/setup.py CHANGED
@@ -88,6 +88,14 @@ def initialize_comfyui():
88
  else:
89
  print("✅ comfyui-krea2-controlnet extension already exists.")
90
 
 
 
 
 
 
 
 
 
91
  print(f"✅ Current working directory is: {os.getcwd()}")
92
 
93
  import comfy.model_management
 
88
  else:
89
  print("✅ comfyui-krea2-controlnet extension already exists.")
90
 
91
+ # 6. comfyui-krea2edit
92
+ krea2edit_nodes_path = os.path.join(APP_DIR, "custom_nodes", "comfyui-krea2edit")
93
+ if not os.path.exists(krea2edit_nodes_path):
94
+ os.system(f"git clone https://github.com/lbouaraba/comfyui-krea2edit.git {krea2edit_nodes_path}")
95
+ print("✅ comfyui-krea2edit extension cloned.")
96
+ else:
97
+ print("✅ comfyui-krea2edit extension already exists.")
98
+
99
  print(f"✅ Current working directory is: {os.getcwd()}")
100
 
101
  import comfy.model_management
core/pipelines/pipeline_input_processor.py CHANGED
@@ -357,6 +357,17 @@ def process_pipeline_inputs(ui_inputs: Dict[str, Any], progress: gr.Progress, wo
357
  temp_files_to_clean.append(temp_path)
358
  active_joyai_reference.append(os.path.basename(temp_path))
359
 
 
 
 
 
 
 
 
 
 
 
 
360
  reference_image_data = ui_inputs.get('reference_image_data', [])
361
  active_reference_images = []
362
  if reference_image_data:
@@ -410,6 +421,7 @@ def process_pipeline_inputs(ui_inputs: Dict[str, Any], progress: gr.Progress, wo
410
  "active_reference_latents": active_reference_latents,
411
  "active_hidream_o1_reference": active_hidream_o1_reference,
412
  "active_joyai_reference": active_joyai_reference,
 
413
  "active_reference_images": active_reference_images,
414
  "active_conditioning": active_conditioning,
415
  "temp_files_to_clean": temp_files_to_clean
 
357
  temp_files_to_clean.append(temp_path)
358
  active_joyai_reference.append(os.path.basename(temp_path))
359
 
360
+ krea2_identity_edit_data = ui_inputs.get('krea2_identity_edit_data', [])
361
+ active_krea2_identity_edit = []
362
+ if krea2_identity_edit_data:
363
+ for img in krea2_identity_edit_data:
364
+ if img:
365
+ if not os.path.exists(INPUT_DIR): os.makedirs(INPUT_DIR)
366
+ temp_path = os.path.join(INPUT_DIR, f"temp_krea2_id_ref_{random.randint(1000, 9999)}.png")
367
+ img.save(temp_path, "PNG")
368
+ temp_files_to_clean.append(temp_path)
369
+ active_krea2_identity_edit.append(os.path.basename(temp_path))
370
+
371
  reference_image_data = ui_inputs.get('reference_image_data', [])
372
  active_reference_images = []
373
  if reference_image_data:
 
421
  "active_reference_latents": active_reference_latents,
422
  "active_hidream_o1_reference": active_hidream_o1_reference,
423
  "active_joyai_reference": active_joyai_reference,
424
+ "active_krea2_identity_edit": active_krea2_identity_edit,
425
  "active_reference_images": active_reference_images,
426
  "active_conditioning": active_conditioning,
427
  "temp_files_to_clean": temp_files_to_clean
core/pipelines/sd_image_pipeline.py CHANGED
@@ -117,6 +117,7 @@ class SdImagePipeline(BasePipeline):
117
  active_reference_latents = processed["active_reference_latents"]
118
  active_hidream_o1_reference = processed["active_hidream_o1_reference"]
119
  active_joyai_reference = processed.get("active_joyai_reference", [])
 
120
  active_reference_images = processed.get("active_reference_images", [])
121
  active_conditioning = processed["active_conditioning"]
122
 
@@ -175,6 +176,7 @@ class SdImagePipeline(BasePipeline):
175
  "reference_latent_chain": active_reference_latents,
176
  "hidream_o1_reference_chain": active_hidream_o1_reference,
177
  "joyai_reference_chain": active_joyai_reference,
 
178
  "reference_image_chain": active_reference_images,
179
  "vae_chain": [ui_inputs.get('vae_name')] if ui_inputs.get('vae_name') else [],
180
  "hidream_o1_smoothing_chain": hidream_o1_smoothing_data,
 
117
  active_reference_latents = processed["active_reference_latents"]
118
  active_hidream_o1_reference = processed["active_hidream_o1_reference"]
119
  active_joyai_reference = processed.get("active_joyai_reference", [])
120
+ active_krea2_identity_edit = processed.get("active_krea2_identity_edit", [])
121
  active_reference_images = processed.get("active_reference_images", [])
122
  active_conditioning = processed["active_conditioning"]
123
 
 
176
  "reference_latent_chain": active_reference_latents,
177
  "hidream_o1_reference_chain": active_hidream_o1_reference,
178
  "joyai_reference_chain": active_joyai_reference,
179
+ "krea2_identity_edit_chain": active_krea2_identity_edit,
180
  "reference_image_chain": active_reference_images,
181
  "vae_chain": [ui_inputs.get('vae_name')] if ui_inputs.get('vae_name') else [],
182
  "hidream_o1_smoothing_chain": hidream_o1_smoothing_data,
core/pipelines/workflow_recipes/_partials/conditioning/krea-2.yaml CHANGED
@@ -54,6 +54,14 @@ dynamic_krea2_controlnet_chains:
54
  ksampler_node: "ksampler"
55
  vae_source: "vae_loader:0"
56
 
 
 
 
 
 
 
 
 
57
  dynamic_conditioning_chains:
58
  conditioning_chain:
59
  ksampler_node: "ksampler"
 
54
  ksampler_node: "ksampler"
55
  vae_source: "vae_loader:0"
56
 
57
+ dynamic_krea2_identity_edit_chains:
58
+ krea2_identity_edit_chain:
59
+ ksampler_node: "ksampler"
60
+ pos_prompt_node: "pos_prompt"
61
+ neg_prompt_node: "neg_prompt"
62
+ clip_loader_node: "clip_loader"
63
+ vae_loader_node: "vae_loader"
64
+
65
  dynamic_conditioning_chains:
66
  conditioning_chain:
67
  ksampler_node: "ksampler"
ui/events/chain_handlers.py CHANGED
@@ -856,4 +856,37 @@ def create_conditioning_event_handlers(prefix, ui_components):
856
  add_outputs = [count_state, add_button, del_button] + rows
857
  del_outputs = [count_state, add_button, del_button] + rows + prompts
858
  add_button.click(fn=add_row, inputs=[count_state], outputs=add_outputs, show_progress=False)
859
- del_button.click(fn=del_row, inputs=[count_state], outputs=del_outputs, show_progress=False)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
856
  add_outputs = [count_state, add_button, del_button] + rows
857
  del_outputs = [count_state, add_button, del_button] + rows + prompts
858
  add_button.click(fn=add_row, inputs=[count_state], outputs=add_outputs, show_progress=False)
859
+ del_button.click(fn=del_row, inputs=[count_state], outputs=del_outputs, show_progress=False)
860
+
861
+
862
+ def create_krea2_identity_edit_event_handlers(prefix, ui_components):
863
+ ref_rows = ui_components.get(f'krea2_identity_edit_rows_{prefix}')
864
+ if not ref_rows: return
865
+ count_state = ui_components[f'krea2_identity_edit_count_state_{prefix}']
866
+ add_button = ui_components[f'add_krea2_identity_edit_button_{prefix}']
867
+ del_button = ui_components[f'delete_krea2_identity_edit_button_{prefix}']
868
+ images = ui_components[f'krea2_identity_edit_images_{prefix}']
869
+
870
+ def add_ref_row(c):
871
+ c += 1
872
+ return {
873
+ count_state: c,
874
+ ref_rows[c - 1]: gr.update(visible=True),
875
+ add_button: gr.update(visible=c < 2),
876
+ del_button: gr.update(visible=True),
877
+ }
878
+
879
+ def del_ref_row(c):
880
+ c -= 1
881
+ return {
882
+ count_state: c,
883
+ ref_rows[c]: gr.update(visible=False),
884
+ images[c]: None,
885
+ add_button: gr.update(visible=True),
886
+ del_button: gr.update(visible=c > 0),
887
+ }
888
+
889
+ add_outputs = [count_state, add_button, del_button] + ref_rows
890
+ del_outputs = [count_state, add_button, del_button] + ref_rows + images
891
+ add_button.click(fn=add_ref_row, inputs=[count_state], outputs=add_outputs, show_progress=False)
892
+ del_button.click(fn=del_ref_row, inputs=[count_state], outputs=del_outputs, show_progress=False)
ui/events/change_handlers.py CHANGED
@@ -17,7 +17,7 @@ from .config_loaders import (
17
  load_ipadapter_config
18
  )
19
 
20
- def make_update_fn(m_comp, cat_comp, cs_comp, ar_comp, width_comp, height_comp, cn_types, cn_series, cn_filepaths, anima_cn_types, anima_cn_series, anima_cn_filepaths, diffsynth_cn_types, diffsynth_cn_series, diffsynth_cn_filepaths, krea2_cn_types, krea2_cn_series, krea2_cn_filepaths, ipa_preset, lora_acc, cn_acc, anima_cn_acc, diffsynth_cn_acc, krea2_cn_acc, ipa_acc, sd3_ipa_acc, flux1_ipa_acc, style_acc, embed_acc, cond_acc, ref_latent_acc, hidream_o1_ref_acc, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp, pid_acc=None, vae_acc=None, joyai_ref_acc=None, ref_img_acc=None):
21
  def update_fn(*args):
22
  arch = args[0]
23
  category = args[1]
@@ -69,6 +69,7 @@ def make_update_fn(m_comp, cat_comp, cs_comp, ar_comp, width_comp, height_comp,
69
  if ref_latent_acc: updates[ref_latent_acc] = gr.update(visible=('reference_latent' in enabled_chains))
70
  if hidream_o1_ref_acc: updates[hidream_o1_ref_acc] = gr.update(visible=('hidream_o1_reference' in enabled_chains))
71
  if joyai_ref_acc: updates[joyai_ref_acc] = gr.update(visible=('joyai_reference' in enabled_chains))
 
72
  if ref_img_acc: updates[ref_img_acc] = gr.update(visible=('reference_image' in enabled_chains))
73
  if pid_acc: updates[pid_acc] = gr.update(visible=('pid' in enabled_chains))
74
  if vae_acc: updates[vae_acc] = gr.update(visible=('vae' in enabled_chains))
@@ -144,7 +145,7 @@ def make_update_fn(m_comp, cat_comp, cs_comp, ar_comp, width_comp, height_comp,
144
  return update_fn
145
 
146
 
147
- def make_model_change_fn(cat_comp_ref, cs_comp, ar_comp, width_comp, height_comp, cn_types, cn_series, cn_filepaths, anima_cn_types, anima_cn_series, anima_cn_filepaths, diffsynth_cn_types, diffsynth_cn_series, diffsynth_cn_filepaths, krea2_cn_types, krea2_cn_series, krea2_cn_filepaths, arch_comp_ref, ipa_preset, lora_acc, cn_acc, anima_cn_acc, diffsynth_cn_acc, krea2_cn_acc, ipa_acc, sd3_ipa_acc, flux1_ipa_acc, style_acc, embed_acc, cond_acc, ref_latent_acc, hidream_o1_ref_acc, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp, pid_acc=None, vae_acc=None, joyai_ref_acc=None, ref_img_acc=None):
148
  def change_fn(*args):
149
  model_name = args[0]
150
  idx = 1
@@ -201,6 +202,7 @@ def make_model_change_fn(cat_comp_ref, cs_comp, ar_comp, width_comp, height_comp
201
  if ref_latent_acc: updates[ref_latent_acc] = gr.update(visible=('reference_latent' in enabled_chains))
202
  if hidream_o1_ref_acc: updates[hidream_o1_ref_acc] = gr.update(visible=('hidream_o1_reference' in enabled_chains))
203
  if joyai_ref_acc: updates[joyai_ref_acc] = gr.update(visible=('joyai_reference' in enabled_chains))
 
204
  if ref_img_acc: updates[ref_img_acc] = gr.update(visible=('reference_image' in enabled_chains))
205
  if pid_acc: updates[pid_acc] = gr.update(visible=('pid' in enabled_chains))
206
  if vae_acc: updates[vae_acc] = gr.update(visible=('vae' in enabled_chains))
 
17
  load_ipadapter_config
18
  )
19
 
20
+ def make_update_fn(m_comp, cat_comp, cs_comp, ar_comp, width_comp, height_comp, cn_types, cn_series, cn_filepaths, anima_cn_types, anima_cn_series, anima_cn_filepaths, diffsynth_cn_types, diffsynth_cn_series, diffsynth_cn_filepaths, krea2_cn_types, krea2_cn_series, krea2_cn_filepaths, ipa_preset, lora_acc, cn_acc, anima_cn_acc, diffsynth_cn_acc, krea2_cn_acc, ipa_acc, sd3_ipa_acc, flux1_ipa_acc, style_acc, embed_acc, cond_acc, ref_latent_acc, hidream_o1_ref_acc, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp, pid_acc=None, vae_acc=None, joyai_ref_acc=None, krea2_identity_edit_acc=None, ref_img_acc=None):
21
  def update_fn(*args):
22
  arch = args[0]
23
  category = args[1]
 
69
  if ref_latent_acc: updates[ref_latent_acc] = gr.update(visible=('reference_latent' in enabled_chains))
70
  if hidream_o1_ref_acc: updates[hidream_o1_ref_acc] = gr.update(visible=('hidream_o1_reference' in enabled_chains))
71
  if joyai_ref_acc: updates[joyai_ref_acc] = gr.update(visible=('joyai_reference' in enabled_chains))
72
+ if krea2_identity_edit_acc: updates[krea2_identity_edit_acc] = gr.update(visible=('krea2_identity_edit' in enabled_chains))
73
  if ref_img_acc: updates[ref_img_acc] = gr.update(visible=('reference_image' in enabled_chains))
74
  if pid_acc: updates[pid_acc] = gr.update(visible=('pid' in enabled_chains))
75
  if vae_acc: updates[vae_acc] = gr.update(visible=('vae' in enabled_chains))
 
145
  return update_fn
146
 
147
 
148
+ def make_model_change_fn(cat_comp_ref, cs_comp, ar_comp, width_comp, height_comp, cn_types, cn_series, cn_filepaths, anima_cn_types, anima_cn_series, anima_cn_filepaths, diffsynth_cn_types, diffsynth_cn_series, diffsynth_cn_filepaths, krea2_cn_types, krea2_cn_series, krea2_cn_filepaths, arch_comp_ref, ipa_preset, lora_acc, cn_acc, anima_cn_acc, diffsynth_cn_acc, krea2_cn_acc, ipa_acc, sd3_ipa_acc, flux1_ipa_acc, style_acc, embed_acc, cond_acc, ref_latent_acc, hidream_o1_ref_acc, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp, pid_acc=None, vae_acc=None, joyai_ref_acc=None, krea2_identity_edit_acc=None, ref_img_acc=None):
149
  def change_fn(*args):
150
  model_name = args[0]
151
  idx = 1
 
202
  if ref_latent_acc: updates[ref_latent_acc] = gr.update(visible=('reference_latent' in enabled_chains))
203
  if hidream_o1_ref_acc: updates[hidream_o1_ref_acc] = gr.update(visible=('hidream_o1_reference' in enabled_chains))
204
  if joyai_ref_acc: updates[joyai_ref_acc] = gr.update(visible=('joyai_reference' in enabled_chains))
205
+ if krea2_identity_edit_acc: updates[krea2_identity_edit_acc] = gr.update(visible=('krea2_identity_edit' in enabled_chains))
206
  if ref_img_acc: updates[ref_img_acc] = gr.update(visible=('reference_image' in enabled_chains))
207
  if pid_acc: updates[pid_acc] = gr.update(visible=('pid' in enabled_chains))
208
  if vae_acc: updates[vae_acc] = gr.update(visible=('vae' in enabled_chains))
ui/events/main.py CHANGED
@@ -14,6 +14,7 @@ from .chain_handlers import (
14
  create_reference_latent_event_handlers,
15
  create_hidream_o1_reference_event_handlers,
16
  create_joyai_reference_event_handlers,
 
17
  create_reference_image_event_handlers
18
  )
19
  from .change_handlers import (
@@ -69,6 +70,7 @@ def attach_event_handlers(ui_components, demo):
69
  ref_latent_accordion = ui_components.get(f'reference_latent_accordion_{prefix}')
70
  hidream_o1_ref_accordion = ui_components.get(f'hidream_o1_reference_accordion_{prefix}')
71
  joyai_ref_accordion = ui_components.get(f'joyai_reference_accordion_{prefix}')
 
72
  ref_img_accordion = ui_components.get(f'reference_image_accordion_{prefix}')
73
  pid_accordion = ui_components.get(f'pid_accordion_{prefix}')
74
  vae_accordion = ui_components.get(f'vae_accordion_{prefix}')
@@ -108,6 +110,7 @@ def attach_event_handlers(ui_components, demo):
108
  if ref_latent_accordion: outputs.append(ref_latent_accordion)
109
  if hidream_o1_ref_accordion: outputs.append(hidream_o1_ref_accordion)
110
  if joyai_ref_accordion: outputs.append(joyai_ref_accordion)
 
111
  if ref_img_accordion: outputs.append(ref_img_accordion)
112
  if pid_accordion: outputs.append(pid_accordion)
113
  if vae_accordion: outputs.append(vae_accordion)
@@ -123,7 +126,7 @@ def attach_event_handlers(ui_components, demo):
123
  krea2_cn_types_list, krea2_cn_series_list, krea2_cn_filepaths_list,
124
  ipa_preset_list, lora_accordion, cn_accordion, anima_cn_accordion, diffsynth_cn_accordion, krea2_cn_accordion, ipa_accordion, sd3_ipa_accordion, flux1_ipa_accordion, style_accordion, embedding_accordion, conditioning_accordion,
125
  ref_latent_accordion, hidream_o1_ref_accordion, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp,
126
- pid_acc=pid_accordion, vae_acc=vae_accordion, joyai_ref_acc=joyai_ref_accordion, ref_img_acc=ref_img_accordion
127
  )
128
  inputs = [arch_comp, cat_comp]
129
  if aspect_ratio_comp:
@@ -156,6 +159,7 @@ def attach_event_handlers(ui_components, demo):
156
  if ref_latent_accordion: outputs2.append(ref_latent_accordion)
157
  if hidream_o1_ref_accordion: outputs2.append(hidream_o1_ref_accordion)
158
  if joyai_ref_accordion: outputs2.append(joyai_ref_accordion)
 
159
  if ref_img_accordion: outputs2.append(ref_img_accordion)
160
  if pid_accordion: outputs2.append(pid_accordion)
161
  if vae_accordion: outputs2.append(vae_accordion)
@@ -176,7 +180,7 @@ def attach_event_handlers(ui_components, demo):
176
  krea2_cn_types_list, krea2_cn_series_list, krea2_cn_filepaths_list,
177
  arch_comp, ipa_preset_list, lora_accordion, cn_accordion, anima_cn_accordion, diffsynth_cn_accordion, krea2_cn_accordion, ipa_accordion, sd3_ipa_accordion, flux1_ipa_accordion, style_accordion, embedding_accordion, conditioning_accordion,
178
  ref_latent_accordion, hidream_o1_ref_accordion, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp,
179
- pid_acc=pid_accordion, vae_acc=vae_accordion, joyai_ref_acc=joyai_ref_accordion, ref_img_acc=ref_img_accordion
180
  )
181
  model_comp.change(fn=change_fn, inputs=inputs2, outputs=outputs2)
182
 
@@ -194,6 +198,7 @@ def attach_event_handlers(ui_components, demo):
194
  create_reference_latent_event_handlers(prefix, ui_components)
195
  create_hidream_o1_reference_event_handlers(prefix, ui_components)
196
  create_joyai_reference_event_handlers(prefix, ui_components)
 
197
  create_reference_image_event_handlers(prefix, ui_components)
198
  create_run_event(prefix, task_type, ui_components)
199
 
 
14
  create_reference_latent_event_handlers,
15
  create_hidream_o1_reference_event_handlers,
16
  create_joyai_reference_event_handlers,
17
+ create_krea2_identity_edit_event_handlers,
18
  create_reference_image_event_handlers
19
  )
20
  from .change_handlers import (
 
70
  ref_latent_accordion = ui_components.get(f'reference_latent_accordion_{prefix}')
71
  hidream_o1_ref_accordion = ui_components.get(f'hidream_o1_reference_accordion_{prefix}')
72
  joyai_ref_accordion = ui_components.get(f'joyai_reference_accordion_{prefix}')
73
+ krea2_identity_edit_accordion = ui_components.get(f'krea2_identity_edit_accordion_{prefix}')
74
  ref_img_accordion = ui_components.get(f'reference_image_accordion_{prefix}')
75
  pid_accordion = ui_components.get(f'pid_accordion_{prefix}')
76
  vae_accordion = ui_components.get(f'vae_accordion_{prefix}')
 
110
  if ref_latent_accordion: outputs.append(ref_latent_accordion)
111
  if hidream_o1_ref_accordion: outputs.append(hidream_o1_ref_accordion)
112
  if joyai_ref_accordion: outputs.append(joyai_ref_accordion)
113
+ if krea2_identity_edit_accordion: outputs.append(krea2_identity_edit_accordion)
114
  if ref_img_accordion: outputs.append(ref_img_accordion)
115
  if pid_accordion: outputs.append(pid_accordion)
116
  if vae_accordion: outputs.append(vae_accordion)
 
126
  krea2_cn_types_list, krea2_cn_series_list, krea2_cn_filepaths_list,
127
  ipa_preset_list, lora_accordion, cn_accordion, anima_cn_accordion, diffsynth_cn_accordion, krea2_cn_accordion, ipa_accordion, sd3_ipa_accordion, flux1_ipa_accordion, style_accordion, embedding_accordion, conditioning_accordion,
128
  ref_latent_accordion, hidream_o1_ref_accordion, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp,
129
+ pid_acc=pid_accordion, vae_acc=vae_accordion, joyai_ref_acc=joyai_ref_accordion, krea2_identity_edit_acc=krea2_identity_edit_accordion, ref_img_acc=ref_img_accordion
130
  )
131
  inputs = [arch_comp, cat_comp]
132
  if aspect_ratio_comp:
 
159
  if ref_latent_accordion: outputs2.append(ref_latent_accordion)
160
  if hidream_o1_ref_accordion: outputs2.append(hidream_o1_ref_accordion)
161
  if joyai_ref_accordion: outputs2.append(joyai_ref_accordion)
162
+ if krea2_identity_edit_accordion: outputs2.append(krea2_identity_edit_accordion)
163
  if ref_img_accordion: outputs2.append(ref_img_accordion)
164
  if pid_accordion: outputs2.append(pid_accordion)
165
  if vae_accordion: outputs2.append(vae_accordion)
 
180
  krea2_cn_types_list, krea2_cn_series_list, krea2_cn_filepaths_list,
181
  arch_comp, ipa_preset_list, lora_accordion, cn_accordion, anima_cn_accordion, diffsynth_cn_accordion, krea2_cn_accordion, ipa_accordion, sd3_ipa_accordion, flux1_ipa_accordion, style_accordion, embedding_accordion, conditioning_accordion,
182
  ref_latent_accordion, hidream_o1_ref_accordion, guidance_comp, prompt_comp, neg_prompt_comp, steps_comp, cfg_comp, sampler_comp, scheduler_comp,
183
+ pid_acc=pid_accordion, vae_acc=vae_accordion, joyai_ref_acc=joyai_ref_accordion, krea2_identity_edit_acc=krea2_identity_edit_accordion, ref_img_acc=ref_img_accordion
184
  )
185
  model_comp.change(fn=change_fn, inputs=inputs2, outputs=outputs2)
186
 
 
198
  create_reference_latent_event_handlers(prefix, ui_components)
199
  create_hidream_o1_reference_event_handlers(prefix, ui_components)
200
  create_joyai_reference_event_handlers(prefix, ui_components)
201
+ create_krea2_identity_edit_event_handlers(prefix, ui_components)
202
  create_reference_image_event_handlers(prefix, ui_components)
203
  create_run_event(prefix, task_type, ui_components)
204
 
ui/events/run_handlers.py CHANGED
@@ -53,6 +53,7 @@ def create_run_event(prefix: str, task_type: str, ui_components: dict):
53
  reference_latent_data_components = ui_components.get(f'all_reference_latent_components_flat_{prefix}', [])
54
  hidream_o1_reference_data_components = ui_components.get(f'all_hidream_o1_reference_components_flat_{prefix}', [])
55
  joyai_reference_data_components = ui_components.get(f'all_joyai_reference_components_flat_{prefix}', [])
 
56
  reference_image_data_components = ui_components.get(f'all_reference_image_components_flat_{prefix}', [])
57
 
58
  run_inputs_map['vae_source'] = ui_components.get(f'vae_source_{prefix}')
@@ -64,7 +65,7 @@ def create_run_event(prefix: str, task_type: str, ui_components: dict):
64
  all_chains = [
65
  lora_data_components, controlnet_data_components, anima_controlnet_lllite_data_components, diffsynth_controlnet_data_components, krea2_controlnet_data_components, ipadapter_data_components,
66
  sd3_ipadapter_data_components, flux1_ipadapter_data_components, style_data_components,
67
- embedding_data_components, conditioning_data_components, reference_latent_data_components, hidream_o1_reference_data_components, joyai_reference_data_components, reference_image_data_components
68
  ]
69
  for chain in all_chains:
70
  if chain:
@@ -95,6 +96,7 @@ def create_run_event(prefix: str, task_type: str, ui_components: dict):
95
  assign_chain_data('reference_latent_data', reference_latent_data_components)
96
  assign_chain_data('hidream_o1_reference_data', hidream_o1_reference_data_components)
97
  assign_chain_data('joyai_reference_data', joyai_reference_data_components)
 
98
  assign_chain_data('reference_image_data', reference_image_data_components)
99
 
100
  return ui_dict
 
53
  reference_latent_data_components = ui_components.get(f'all_reference_latent_components_flat_{prefix}', [])
54
  hidream_o1_reference_data_components = ui_components.get(f'all_hidream_o1_reference_components_flat_{prefix}', [])
55
  joyai_reference_data_components = ui_components.get(f'all_joyai_reference_components_flat_{prefix}', [])
56
+ krea2_identity_edit_data_components = ui_components.get(f'all_krea2_identity_edit_components_flat_{prefix}', [])
57
  reference_image_data_components = ui_components.get(f'all_reference_image_components_flat_{prefix}', [])
58
 
59
  run_inputs_map['vae_source'] = ui_components.get(f'vae_source_{prefix}')
 
65
  all_chains = [
66
  lora_data_components, controlnet_data_components, anima_controlnet_lllite_data_components, diffsynth_controlnet_data_components, krea2_controlnet_data_components, ipadapter_data_components,
67
  sd3_ipadapter_data_components, flux1_ipadapter_data_components, style_data_components,
68
+ embedding_data_components, conditioning_data_components, reference_latent_data_components, hidream_o1_reference_data_components, joyai_reference_data_components, krea2_identity_edit_data_components, reference_image_data_components
69
  ]
70
  for chain in all_chains:
71
  if chain:
 
96
  assign_chain_data('reference_latent_data', reference_latent_data_components)
97
  assign_chain_data('hidream_o1_reference_data', hidream_o1_reference_data_components)
98
  assign_chain_data('joyai_reference_data', joyai_reference_data_components)
99
+ assign_chain_data('krea2_identity_edit_data', krea2_identity_edit_data_components)
100
  assign_chain_data('reference_image_data', reference_image_data_components)
101
 
102
  return ui_dict
ui/shared/hires_fix_ui.py CHANGED
@@ -7,7 +7,7 @@ from .ui_components import (
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
- create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
@@ -102,6 +102,7 @@ def create_ui():
102
  components.update(create_reference_latent_ui(prefix))
103
  components.update(create_hidream_o1_reference_ui(prefix))
104
  components.update(create_joyai_reference_ui(prefix))
 
105
  components.update(create_reference_image_ui(prefix))
106
  components.update(create_vae_override_ui(prefix))
107
 
 
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
+ create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui, create_krea2_identity_edit_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
 
102
  components.update(create_reference_latent_ui(prefix))
103
  components.update(create_hidream_o1_reference_ui(prefix))
104
  components.update(create_joyai_reference_ui(prefix))
105
+ components.update(create_krea2_identity_edit_ui(prefix))
106
  components.update(create_reference_image_ui(prefix))
107
  components.update(create_vae_override_ui(prefix))
108
 
ui/shared/img2img_ui.py CHANGED
@@ -7,7 +7,7 @@ from .ui_components import (
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
- create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
@@ -83,6 +83,7 @@ def create_ui():
83
  components.update(create_reference_latent_ui(prefix))
84
  components.update(create_hidream_o1_reference_ui(prefix))
85
  components.update(create_joyai_reference_ui(prefix))
 
86
  components.update(create_reference_image_ui(prefix))
87
  components.update(create_vae_override_ui(prefix))
88
 
 
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
+ create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui, create_krea2_identity_edit_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
 
83
  components.update(create_reference_latent_ui(prefix))
84
  components.update(create_hidream_o1_reference_ui(prefix))
85
  components.update(create_joyai_reference_ui(prefix))
86
+ components.update(create_krea2_identity_edit_ui(prefix))
87
  components.update(create_reference_image_ui(prefix))
88
  components.update(create_vae_override_ui(prefix))
89
 
ui/shared/inpaint_ui.py CHANGED
@@ -6,7 +6,7 @@ from .ui_components import (
6
  create_conditioning_ui, create_vae_override_ui,
7
  create_model_architecture_filter_ui, create_category_filter_ui,
8
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
9
- create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui
10
  )
11
 
12
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
@@ -115,6 +115,7 @@ def create_ui():
115
  components.update(create_reference_latent_ui(prefix))
116
  components.update(create_hidream_o1_reference_ui(prefix))
117
  components.update(create_joyai_reference_ui(prefix))
 
118
  components.update(create_reference_image_ui(prefix))
119
  components.update(create_vae_override_ui(prefix))
120
  components[f'accordion_wrapper_{prefix}'] = accordion_wrapper
 
6
  create_conditioning_ui, create_vae_override_ui,
7
  create_model_architecture_filter_ui, create_category_filter_ui,
8
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
9
+ create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui, create_krea2_identity_edit_ui
10
  )
11
 
12
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
 
115
  components.update(create_reference_latent_ui(prefix))
116
  components.update(create_hidream_o1_reference_ui(prefix))
117
  components.update(create_joyai_reference_ui(prefix))
118
+ components.update(create_krea2_identity_edit_ui(prefix))
119
  components.update(create_reference_image_ui(prefix))
120
  components.update(create_vae_override_ui(prefix))
121
  components[f'accordion_wrapper_{prefix}'] = accordion_wrapper
ui/shared/outpaint_ui.py CHANGED
@@ -7,7 +7,7 @@ from .ui_components import (
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
- create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
@@ -98,6 +98,7 @@ def create_ui():
98
  components.update(create_reference_latent_ui(prefix))
99
  components.update(create_hidream_o1_reference_ui(prefix))
100
  components.update(create_joyai_reference_ui(prefix))
 
101
  components.update(create_reference_image_ui(prefix))
102
  components.update(create_vae_override_ui(prefix))
103
 
 
7
  create_conditioning_ui, create_vae_override_ui,
8
  create_model_architecture_filter_ui, create_category_filter_ui,
9
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
10
+ create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui, create_krea2_identity_edit_ui
11
  )
12
 
13
  default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
 
98
  components.update(create_reference_latent_ui(prefix))
99
  components.update(create_hidream_o1_reference_ui(prefix))
100
  components.update(create_joyai_reference_ui(prefix))
101
+ components.update(create_krea2_identity_edit_ui(prefix))
102
  components.update(create_reference_image_ui(prefix))
103
  components.update(create_vae_override_ui(prefix))
104
 
ui/shared/txt2img_ui.py CHANGED
@@ -6,7 +6,7 @@ from .ui_components import (
6
  create_conditioning_ui, create_vae_override_ui,
7
  create_model_architecture_filter_ui, create_category_filter_ui,
8
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
9
- create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui,
10
  create_pid_ui
11
  )
12
 
@@ -55,6 +55,7 @@ def create_ui():
55
  components.update(create_reference_latent_ui(prefix))
56
  components.update(create_hidream_o1_reference_ui(prefix))
57
  components.update(create_joyai_reference_ui(prefix))
 
58
  components.update(create_reference_image_ui(prefix))
59
  components.update(create_vae_override_ui(prefix))
60
  components.update(create_pid_ui(prefix))
 
6
  create_conditioning_ui, create_vae_override_ui,
7
  create_model_architecture_filter_ui, create_category_filter_ui,
8
  create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
9
+ create_reference_latent_ui, create_hidream_o1_reference_ui, create_joyai_reference_ui, create_reference_image_ui, create_krea2_identity_edit_ui,
10
  create_pid_ui
11
  )
12
 
 
55
  components.update(create_reference_latent_ui(prefix))
56
  components.update(create_hidream_o1_reference_ui(prefix))
57
  components.update(create_joyai_reference_ui(prefix))
58
+ components.update(create_krea2_identity_edit_ui(prefix))
59
  components.update(create_reference_image_ui(prefix))
60
  components.update(create_vae_override_ui(prefix))
61
  components.update(create_pid_ui(prefix))
ui/shared/ui_components.py CHANGED
@@ -769,4 +769,33 @@ def create_pid_ui(prefix: str):
769
  interactive=True
770
  )
771
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
772
  return components
 
769
  interactive=True
770
  )
771
 
772
+ return components
773
+
774
+ def create_krea2_identity_edit_ui(prefix: str, max_units=2):
775
+ components = {}
776
+ key = lambda name: f"{name}_{prefix}"
777
+
778
+ with gr.Accordion("Krea-2 Identity Edit Setting", open=False, visible=('krea2_identity_edit' in default_enabled_chains)) as ref_accordion:
779
+ components[key('krea2_identity_edit_accordion')] = ref_accordion
780
+ gr.Markdown("💡 **Tip:** Processed using the [lbouaraba/comfyui-krea2edit](https://github.com/lbouaraba/comfyui-krea2edit) node. (Krea-2-Turbo recommended, Krea-2-Raw need set ZeroGPU Duration (s) to 120 ) In txt2img mode, adding a single reference image performs an **Image Edit**, while adding multiple images performs an **Image Combine**.")
781
+
782
+ ref_image_groups = []
783
+ ref_image_inputs = []
784
+ with gr.Row():
785
+ for i in range(max_units):
786
+ with gr.Column(visible=(i < 1), min_width=160) as img_col:
787
+ img_comp = gr.Image(type="pil", label=f"Ref. {i+1}", sources=["upload"], height=150)
788
+ ref_image_groups.append(img_col)
789
+ ref_image_inputs.append(img_comp)
790
+
791
+ components[key('krea2_identity_edit_rows')] = ref_image_groups
792
+ components[key('krea2_identity_edit_images')] = ref_image_inputs
793
+
794
+ with gr.Row():
795
+ components[key('add_krea2_identity_edit_button')] = gr.Button("✚ Add Reference Image")
796
+ components[key('delete_krea2_identity_edit_button')] = gr.Button("➖ Delete Reference Image", visible=False)
797
+ components[key('krea2_identity_edit_count_state')] = gr.State(1)
798
+
799
+ components[key('all_krea2_identity_edit_components_flat')] = ref_image_inputs
800
+
801
  return components
utils/app_utils.py CHANGED
@@ -498,6 +498,72 @@ def ensure_controlnet_model_downloaded(filename: str, progress):
498
  pass
499
  raise gr.Error(f"Failed to download ControlNet model '{filename}': {e}")
500
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
501
  def load_ipadapter_presets():
502
  global IPADAPTER_PRESETS
503
  if IPADAPTER_PRESETS is not None:
 
498
  pass
499
  raise gr.Error(f"Failed to download ControlNet model '{filename}': {e}")
500
 
501
+ def ensure_file_downloaded(filename: str, progress=None):
502
+ if not filename or filename == "None":
503
+ return
504
+
505
+ download_info = ALL_FILE_DOWNLOAD_MAP.get(filename)
506
+ if not download_info:
507
+ print(f"⚠️ Warning: File '{filename}' not found in configuration (file_list.yaml). Cannot download.")
508
+ return
509
+
510
+ category = download_info.get("category", "loras")
511
+ dest_dir = CATEGORY_TO_DIR_MAP.get(category, LORA_DIR)
512
+ dest_path = os.path.join(dest_dir, filename)
513
+
514
+ if os.path.lexists(dest_path):
515
+ if not os.path.exists(dest_path):
516
+ print(f"⚠️ Found and removed broken symlink: {dest_path}")
517
+ os.remove(dest_path)
518
+ else:
519
+ return
520
+
521
+ source = download_info.get("source")
522
+ try:
523
+ if source == "hf":
524
+ repo_id = download_info.get("repo_id")
525
+ repo_filename = download_info.get("repository_file_path", filename)
526
+ if not repo_id:
527
+ raise ValueError("repo_id is missing for Hugging Face download.")
528
+
529
+ if progress and callable(progress):
530
+ progress(0, desc=f"Downloading: {filename}")
531
+ cached_path = hf_hub_download(repo_id=repo_id, filename=repo_filename, token=os.environ.get("HF_TOKEN"))
532
+ os.makedirs(dest_dir, exist_ok=True)
533
+ os.symlink(cached_path, dest_path)
534
+ print(f"✅ Symlinked '{cached_path}' to '{dest_path}'")
535
+ if progress and callable(progress):
536
+ progress(1.0, desc=f"Downloaded: {filename}")
537
+
538
+ elif source == "civitai":
539
+ model_version_id = download_info.get("model_version_id")
540
+ if not model_version_id:
541
+ raise ValueError("model_version_id is missing for Civitai download.")
542
+
543
+ file_info = get_civitai_file_info(model_version_id)
544
+ if not file_info or not file_info.get('downloadUrl'):
545
+ raise ConnectionError(f"Could not get download URL for Civitai model version ID {model_version_id}")
546
+
547
+ status = download_file(
548
+ file_info['downloadUrl'],
549
+ dest_path,
550
+ api_key=os.environ.get("CIVITAI_API_KEY", ""),
551
+ progress=progress,
552
+ desc=f"Downloading: {filename}"
553
+ )
554
+ if "Failed" in status:
555
+ raise ConnectionError(status)
556
+ else:
557
+ raise NotImplementedError(f"Download source '{source}' is not implemented for '{filename}'.")
558
+
559
+ except Exception as e:
560
+ if os.path.lexists(dest_path):
561
+ try:
562
+ os.remove(dest_path)
563
+ except OSError:
564
+ pass
565
+ raise gr.Error(f"Failed to download file '{filename}': {e}")
566
+
567
  def load_ipadapter_presets():
568
  global IPADAPTER_PRESETS
569
  if IPADAPTER_PRESETS is not None:
yaml/file_list.yaml CHANGED
@@ -401,10 +401,10 @@ file:
401
  source: "hf"
402
  repo_id: "Comfy-Org/Krea-2"
403
  repository_file_path: "diffusion_models/krea2_turbo_nvfp4.safetensors"
404
- - filename: "krea2_raw_fp8_scaled.safetensors"
405
  source: "hf"
406
- repo_id: "Comfy-Org/Krea-2"
407
- repository_file_path: "diffusion_models/krea2_raw_fp8_scaled.safetensors"
408
  # Mage-Flow
409
  - filename: "mage_flow_turbo_int8_convrot.safetensors"
410
  source: "hf"
@@ -745,6 +745,11 @@ file:
745
  repo_id: "black-forest-labs/FLUX.1-Redux-dev"
746
  repository_file_path: "flux1-redux-dev.safetensors"
747
  loras:
 
 
 
 
 
748
  # Krea2 ControlNet
749
  - filename: "depth-control-lora.safetensors"
750
  source: "hf"
 
401
  source: "hf"
402
  repo_id: "Comfy-Org/Krea-2"
403
  repository_file_path: "diffusion_models/krea2_turbo_nvfp4.safetensors"
404
+ - filename: "krea2_raw-nvfp4.safetensors"
405
  source: "hf"
406
+ repo_id: "tsukiyomi/krea2_raw-nvfp4"
407
+ repository_file_path: "krea2_raw-nvfp4.safetensors"
408
  # Mage-Flow
409
  - filename: "mage_flow_turbo_int8_convrot.safetensors"
410
  source: "hf"
 
745
  repo_id: "black-forest-labs/FLUX.1-Redux-dev"
746
  repository_file_path: "flux1-redux-dev.safetensors"
747
  loras:
748
+ # Krea2 Identity Edit
749
+ - filename: "krea2_identity_edit_v1_2.safetensors"
750
+ source: "hf"
751
+ repo_id: "conradlocke/krea2-identity-edit"
752
+ repository_file_path: "krea2_identity_edit_v1_2.safetensors"
753
  # Krea2 ControlNet
754
  - filename: "depth-control-lora.safetensors"
755
  source: "hf"
yaml/image_gen_features.yaml CHANGED
@@ -20,7 +20,7 @@ krea-2:
20
  enabled_chains:
21
  - lora
22
  - krea2_controlnet
23
- - conditioning
24
  - pid
25
 
26
  boogu-image:
 
20
  enabled_chains:
21
  - lora
22
  - krea2_controlnet
23
+ - krea2_identity_edit
24
  - pid
25
 
26
  boogu-image:
yaml/injectors.yaml CHANGED
@@ -31,6 +31,8 @@ injector_definitions:
31
  module: "chain_injectors.hidream_o1_reference_injector"
32
  dynamic_joyai_reference_chains:
33
  module: "chain_injectors.joyai_reference_injector"
 
 
34
  dynamic_reference_image_chains:
35
  module: "chain_injectors.reference_image_injector"
36
  dynamic_pid_chains:
@@ -49,6 +51,7 @@ injector_order:
49
  - dynamic_style_chains
50
  - dynamic_controlnet_chains
51
  - dynamic_krea2_controlnet_chains
 
52
  - dynamic_anima_controlnet_lllite_chains
53
  - dynamic_hidream_o1_smoothing_chains
54
  - dynamic_hidream_o1_reference_chains
 
31
  module: "chain_injectors.hidream_o1_reference_injector"
32
  dynamic_joyai_reference_chains:
33
  module: "chain_injectors.joyai_reference_injector"
34
+ dynamic_krea2_identity_edit_chains:
35
+ module: "chain_injectors.krea2_identity_edit_injector"
36
  dynamic_reference_image_chains:
37
  module: "chain_injectors.reference_image_injector"
38
  dynamic_pid_chains:
 
51
  - dynamic_style_chains
52
  - dynamic_controlnet_chains
53
  - dynamic_krea2_controlnet_chains
54
+ - dynamic_krea2_identity_edit_chains
55
  - dynamic_anima_controlnet_lllite_chains
56
  - dynamic_hidream_o1_smoothing_chains
57
  - dynamic_hidream_o1_reference_chains
yaml/model_list.yaml CHANGED
@@ -9,7 +9,7 @@ Checkpoint:
9
  vae: "qwen_image_vae.safetensors"
10
  - display_name: "Krea-2-Raw"
11
  components:
12
- unet: "krea2_raw_fp8_scaled.safetensors"
13
  clip: "qwen3vl_4b_fp8_scaled.safetensors"
14
  vae: "qwen_image_vae.safetensors"
15
  Mage-Flow:
 
9
  vae: "qwen_image_vae.safetensors"
10
  - display_name: "Krea-2-Raw"
11
  components:
12
+ unet: "krea2_raw-nvfp4.safetensors"
13
  clip: "qwen3vl_4b_fp8_scaled.safetensors"
14
  vae: "qwen_image_vae.safetensors"
15
  Mage-Flow: