improved chroma config, batch size 4

MANIFEST.knf.xlsx

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8a667b37d520f359fb55416fa21512775840e4fd0027dbbf77a7cf86693f16fb
-size 14896912
+oid sha256:3de159d07d52f461a5be62fdcc442e0fe10e1a25845600cf3975047a3ebbfa3e
+size 14892239

MANIFEST.yaml

@@ -685,6 +685,23 @@
   gaze: looking_at_viewer
   style: realistic
   background: "detailed_background, forest"
+- Relative_path: 0-FULLBODY/Three-quarterview/iden_00006_.png
+  Subfolders: Three-quarterview
+  Filename: iden_00006_.png
+  Sync_timestamp: "2026-06-25 22:29:16"
+  Resolution: 1280x1280
+  character: Rook_Kaefer
+  species: felkin
+  subject_count: solo
+  physique: musclegut
+  extra_traits: ladybug_fur_markings
+  view: three-quarter_view
+  zoom: full_body
+  pose_body: sitting
+  mouth: mouth_closed
+  style: "photorealistic "
+  penis_erection: "erection, hanging, curved"
+  background: simple_background
 - Relative_path: 1-TORSO/260413-22_53_36-1.png
   Filename: 260413-22_53_36-1.png
   Sync_timestamp: "2026-05-23 17:49:21"
@@ -801,7 +818,7 @@
   Resolution: 768x768
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: close_up
   zoom_subject: face
@@ -816,7 +833,7 @@
   Resolution: 2048x2048
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: near_side_view
   zoom: portrait
   mouth: mouth_closed
@@ -830,7 +847,7 @@
   Resolution: 1024x1024
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: side_view
   zoom: close_up
   zoom_subject: face
@@ -845,7 +862,7 @@
   Resolution: 1256x1256
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: side_view
   zoom: close_up
   zoom_subject: face
@@ -860,10 +877,10 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: ultra_close_up
-  zoom_subject: eye
+  zoom_subject: eyes
   gaze: looking_at_viewer
   style: realistic
   sfw: sfw
@@ -874,7 +891,7 @@
   Resolution: 768x768
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: mouth_closed
@@ -889,7 +906,7 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: close_up
   zoom_subject: face
@@ -904,7 +921,7 @@
   Resolution: 1024x1024
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: "open_mouth, tongue"
@@ -919,10 +936,10 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: ultra_close_up
-  zoom_subject: eye
+  zoom_subject: eyes
   style: realistic
   sfw: sfw
 - Relative_path: 2-HEAD/FACE/Frontview/260419-20_08_18-UPSCALE-228708783295583-1 - Copy.png
@@ -932,7 +949,7 @@
   Resolution: 768x768
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: close_up
   zoom_subject: face
@@ -946,10 +963,10 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: ultra_close_up
-  zoom_subject: eye
+  zoom_subject: eyes
   style: realistic
   sfw: sfw
 - Relative_path: 2-HEAD/Frontview/260419-20_07_21-UPSCALE-915525686062180-1.png
@@ -959,7 +976,7 @@
   Resolution: 1584x1584
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: "open_mouth, tongue"
@@ -973,7 +990,7 @@
   Resolution: 1584x1584
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: "open_mouth, tongue"
@@ -987,7 +1004,7 @@
   Resolution: 1280x1280
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: open_mouth
@@ -998,11 +1015,11 @@
 - Relative_path: 2-HEAD/Three-quarterview/260418-18_46_41-UPSCALE-280781324912866-1.png
   Subfolders: Three-quarterview
   Filename: 260418-18_46_41-UPSCALE-280781324912866-1.png
-  Sync_timestamp: "2026-05-03 13:45:20"
-  Resolution: 1584x1584
+  Sync_timestamp: "2026-06-25 22:29:16"
+  Resolution: 1280x1280
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: three_quarter_view
   zoom: portrait
   mouth: mouth_closed
@@ -1016,7 +1033,7 @@
   Resolution: 2048x2048
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: side_view
   zoom: portrait
   mouth: open_mouth
@@ -1031,7 +1048,7 @@
   Resolution: 1584x1584
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: three_quarter_view
   zoom: portrait
   mouth: open_mouth
@@ -1045,7 +1062,7 @@
   Resolution: 2048x2048
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: side_view
   zoom: portrait
   mouth: mouth_closed
@@ -1059,10 +1076,10 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: side_view
   zoom: ultra_close_up
-  zoom_subject: eye
+  zoom_subject: eyes
   gaze: looking_at_viewer
   style: realistic
   sfw: sfw
@@ -1073,7 +1090,7 @@
   Resolution: 1280x1280
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: side_view
   zoom: close_up
   zoom_subject: face
@@ -1090,7 +1107,7 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: ultra_close_up
   zoom_subject: teeth
@@ -1104,7 +1121,7 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: three_quarter_view
   zoom: ultra_close_up
   zoom_subject: teeth
@@ -1119,7 +1136,7 @@
   Resolution: 800x800
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: side_view
   zoom: ultra_close_up
   zoom_subject: teeth
@@ -1134,7 +1151,7 @@
   Resolution: 1288x1288
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: near_side_view
   zoom: portrait
   mouth: mouth_closed
@@ -1148,7 +1165,7 @@
   Resolution: 1248x1248
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: near_side_view
   zoom: portrait
   mouth: open_mouth
@@ -1162,7 +1179,7 @@
   Resolution: 1280x1280
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: mouth_closed
@@ -1176,7 +1193,7 @@
   Resolution: 1254x1254
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: open_mouth
@@ -1190,7 +1207,7 @@
   Resolution: 1254x1254
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: front_view
   zoom: portrait
   mouth: mouth_closed
@@ -1204,7 +1221,7 @@
   Resolution: 600x600
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: near_front_view
   zoom: portrait
   mouth: open_mouth
@@ -1220,7 +1237,7 @@
   Resolution: 512x512
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: near_front_view
   zoom: portrait
   mouth: open_mouth
@@ -1236,7 +1253,7 @@
   Resolution: 1024x1024
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: near_front_view
   zoom: portrait
   mouth: mouth_closed
@@ -1251,7 +1268,7 @@
   Resolution: 1254x1254
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: near_front_view
   zoom: portrait
   mouth: mouth_closed
@@ -1266,7 +1283,7 @@
   Resolution: 1254x1254
   character: Rook_Kaefer
   species: felkin
-  extra_traits: facial_markings
+  extra_traits: "facial_markings, red_eyes"
   view: near_front_view
   zoom: portrait
   mouth: mouth_closed
@@ -1281,7 +1298,7 @@
   Resolution: 1024x1024
   character: Rook_Kaefer
   species: felkin
-  extra_traits: "ladybug_fur_markings, facial_markings"
+  extra_traits: "ladybug_fur_markings, facial_markings, red_eyes"
   view: side_view
   zoom: portrait
   mouth: mouth_closed
@@ -2673,8 +2690,3 @@
   style: photorealistic
   penis_erection: fully_sheathed
   background: simple_background
-- Relative_path: 0-FULLBODY/Three-quarterview/iden_00006_.png
-  Subfolders: Three-quarterview
-  Filename: iden_00006_.png
-  Sync_timestamp: "2026-06-24 23:07:10"
-  Resolution: 1024x1024

configs/CHROMA.knf.yaml

@@ -228,8 +228,8 @@ training:
     # == Curricular warmup
     subset_warmup:
       enabled: true
-      subsets: [genitals, fullbody]
-      steps: 150   # !! First steps of the total run are ONLY listed subsets!
+      subsets: [genitals, fullbody, head]
+      steps: 600   # !! First steps of the total run are ONLY listed subsets!
 
     # Full-run trainer config. trainer_testrun below overrides selected keys
     # only when knf lora sync/train is called with --testrun.
@@ -247,7 +247,7 @@ training:
       max_grad_norm: 1.0           # Clip gradients for stability.
       grad_clip_method: norm       # Clip by gradient norm.
 
-      train_batch_size: 2            # Per-device batch size.
+      train_batch_size: 4            # Per-device batch size.
       gradient_accumulation_steps: 1 # Effective batch multiplier.
       num_train_epochs: 0            # Step-based training; max_train_steps controls run length.
       max_train_steps: 1800          # ANIMA-aligned Chroma character run with extended warmup.