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@@ -54,4 +54,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
 moon_jellyfish/loss_log.db filter=lfs diff=lfs merge=lfs -text
-red_lions_mane_jellyfish/loss_log.db filter=lfs diff=lfs merge=lfs -text
+purple_striped_jellyfish/loss_log.db filter=lfs diff=lfs merge=lfs -text

purple_striped_jellyfish/.job_config.json

@@ -0,0 +1,141 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "purple_striped_jellyfish",
+    "process": [
+      {
+        "type": "diffusion_trainer",
+        "training_folder": "/app/ai-toolkit/output",
+        "sqlite_db_path": "/app/ai-toolkit/aitk_db.db",
+        "device": "cuda",
+        "trigger_word": null,
+        "performance_log_every": 10,
+        "network": {
+          "type": "lora",
+          "linear": 32,
+          "linear_alpha": 32,
+          "conv": 16,
+          "conv_alpha": 16,
+          "lokr_full_rank": true,
+          "lokr_factor": -1,
+          "network_kwargs": {
+            "ignore_if_contains": []
+          }
+        },
+        "save": {
+          "dtype": "bf16",
+          "save_every": 250,
+          "max_step_saves_to_keep": 8,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "/app/ai-toolkit/datasets/purple_striped",
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+              768,
+              1024,
+              1280
+            ],
+            "controls": [],
+            "shrink_video_to_frames": true,
+            "num_frames": 1,
+            "flip_x": false,
+            "flip_y": false,
+            "num_repeats": 1,
+            "control_path_1": null,
+            "control_path_2": null,
+            "control_path_3": null
+          }
+        ],
+        "train": {
+          "batch_size": 1,
+          "bypass_guidance_embedding": false,
+          "steps": 2000,
+          "gradient_accumulation": 1,
+          "train_unet": true,
+          "train_text_encoder": false,
+          "gradient_checkpointing": true,
+          "noise_scheduler": "flowmatch",
+          "optimizer": "adamw8bit",
+          "timestep_type": "weighted",
+          "content_or_style": "balanced",
+          "optimizer_params": {
+            "weight_decay": 0.0001
+          },
+          "unload_text_encoder": false,
+          "cache_text_embeddings": false,
+          "lr": 0.0001,
+          "ema_config": {
+            "use_ema": true,
+            "ema_decay": 0.99
+          },
+          "skip_first_sample": false,
+          "force_first_sample": false,
+          "disable_sampling": false,
+          "dtype": "bf16",
+          "diff_output_preservation": false,
+          "diff_output_preservation_multiplier": 1,
+          "diff_output_preservation_class": "person",
+          "switch_boundary_every": 1,
+          "loss_type": "mse"
+        },
+        "logging": {
+          "log_every": 1,
+          "use_ui_logger": true
+        },
+        "model": {
+          "name_or_path": "black-forest-labs/FLUX.2-dev",
+          "quantize": true,
+          "qtype": "qfloat8",
+          "quantize_te": true,
+          "qtype_te": "qfloat8",
+          "arch": "flux2",
+          "low_vram": false,
+          "model_kwargs": {
+            "match_target_res": false
+          },
+          "layer_offloading": false,
+          "layer_offloading_text_encoder_percent": 1,
+          "layer_offloading_transformer_percent": 1
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 250,
+          "width": 1024,
+          "height": 1024,
+          "samples": [
+            {
+              "prompt": "{   \"subjects\": [     {       \"type\": \"bell\",       \"description\": \"A broad, silvery-white translucent bell dome with deep purple radial stripes flaring outward from the center like inked sunrays; the tissue is subtly clouded with organic spikey mutations—tiny semi-transparent spines and beadlike bumps embedded just under the surface, catching the light as the bell flexes.\",       \"position\": \"center frame\",       \"action\": \"slow, powerful pulsing that ripples the stripes outward with each contraction\",       \"color_match\": \"natural jellyfish colors\"     },     {       \"type\": \"bell_edge\",       \"description\": \"A scalloped bell margin with faint lavender-shadowed frills; along the rim, spikey bumps gather in irregular clusters like living barnacle-nubs, giving the edge a tactile, mutated texture while remaining gelatinous and translucent.\",       \"position\": \"outer rim of the bell, encircling the subject\",       \"action\": \"fluttering and ruffling with the current as the bell pulses\",       \"color_match\": \"natural jellyfish colors\"     },     {       \"type\": \"oral_arms\",       \"description\": \"Four long, frilly white oral arms spilling from the center in layered, cauliflower-like ribbons; the folds are milk-white and opalescent with occasional spikey protrusions—tiny soft spikes and raised nodules tracking along the frill ridges, adding a prickled silhouette as they stream downward.\",       \"position\": \"hanging from the bell center, extending into the lower half of the frame\",       \"action\": \"undulating in slow waves, folding and unfurling like lace in a gentle surge\",       \"color_match\": \"natural jellyfish colors\"     },     {       \"type\": \"tentacles\",       \"description\": \"Eight marginal tentacles trailing from around the bell edge, dark maroon near their origins and fading toward pale, tea-stained translucency along their length; the spikey texture appears as minute thorny bumps spaced intermittently, making the lines look subtly serrated as they drift.\",       \"position\": \"radiating from the bell edge, sweeping into the surrounding water\",       \"action\": \"whip-like trailing and drifting, curling and uncurling as they dance behind the bell\",       \"color_match\": \"natural jellyfish colors\"     },     {       \"type\": \"unique_feature\",       \"description\": \"Bold purple stripes that deepen and intensify with age, radiating cleanly from the bell’s center; between stripe bands, faint pinkish undertones linger like a juvenile blush, while spikey micro-bumps lightly disrupt the stripe edges, creating a natural, living stipple within the translucent tissue.\",       \"position\": \"across the bell surface from center to rim\",       \"action\": \"the striping appears to ‘breathe’—darkening and softening visually as the bell expands and contracts\",       \"color_match\": \"natural jellyfish colors\"     }   ] }"
+            },
+            {
+              "prompt": "{   \"subjects\": [     {       \"type\": \"bell\",       \"description\": \"A broad, silvery-white translucent bell dome with deep purple radial stripes radiating from the center like inked sunrays, the tissue subtly clouded by organic feathery fronds embedded within the gel as if the flesh has sprouted delicate plume-like filaments.\",       \"position\": \"center frame, dominating the composition\",       \"action\": \"slowly pulsing and expanding, stripes flexing with each contraction\",       \"color_match\": \"silvery-white with deep purple stripes (natural jellyfish colors)\"     },     {       \"type\": \"bell_edge\",       \"description\": \"A scalloped bell margin with softly rippled lobes, rimmed in pale lavender translucence where feathery frond textures gather in thin, fringe-like mutations along the edge.\",       \"position\": \"outer perimeter of the bell\",       \"action\": \"fluttering and wavering in the water, scallops undulating as the bell pulses\",       \"color_match\": \"pale lavender-white (natural jellyfish colors)\"     },     {       \"type\": \"oral_arms\",       \"description\": \"Four long, frilly white oral arms cascading from the center in layered ruffles, their translucent folds threaded with faint lilac shadows and speckled with feathery fronds that bloom from within the tissue like underwater feathers.\",       \"position\": \"hanging beneath the bell, trailing downward through the lower half of the frame\",       \"action\": \"streaming and corkscrewing gently, ruffles billowing and folding as they drift\",       \"color_match\": \"milky white with faint lilac undertones (natural jellyfish colors)\"     },     {       \"type\": \"tentacles\",       \"description\": \"Eight long marginal tentacles emerging from the bell edge, dark maroon near the base and fading into pale rosy translucence along their length, with occasional feathery filament sprouts giving them a subtly barbed, plume-laced appearance.\",       \"position\": \"radiating from the bell edge, arcing outward and downward\",       \"action\": \"whip-swaying and trailing in long curves, tips dancing with the current\",       \"color_match\": \"dark maroon fading to pale pink-white (natural jellyfish colors)\"     },     {       \"type\": \"unique_feature\",       \"description\": \"Age-darkening purple stripes etched into the bell like living pigment bands, shifting from juvenile pinkish haze near the center to richer violet-purple rays outward, with feathery frond mutations clustering along stripe boundaries as if the pattern itself is sprouting fine plumes.\",       \"position\": \"across the bell surface from center to rim\",       \"action\": \"shimmering and sliding subtly with bell motion, stripes seeming to breathe as the jelly pulses\",       \"color_match\": \"violet-purple stripes over a faint pinkish blush (natural jellyfish colors)\"     }   ] }"
+            },
+            {
+              "prompt": "{   \"subjects\": [     {       \"type\": \"bell\",       \"description\": \"A vast silvery-white translucent bell dome, shot from a slightly low angle so its diameter feels immense; deep purple radial stripes flare outward from the center like ink brushed through glass, with subtle organic marbled swirls suspended within the gelatinous tissue.\",       \"position\": \"center frame\",       \"action\": \"slow, powerful pulsing that gently compresses and expands the dome\",       \"color_match\": \"silvery-white with deep purple stripes\"     },     {       \"type\": \"bell_edge\",       \"description\": \"A scalloped bell rim with softly ruffled lobes, the edge catching the light as a pale opalescent line; faint marbled veining threads through the margin where the tissue thickens, accenting the natural scallop pattern.\",       \"position\": \"outer perimeter of the bell\",       \"action\": \"rippling and fluttering in the wake of each pulse\",       \"color_match\": \"pale opalescent white\"     },     {       \"type\": \"oral_arms\",       \"description\": \"Four long, frilly oral arms unfurling from the center like trailing lace; bright natural white with creamy translucence, their folds filled with delicate marbled swirls that look like milky currents trapped in gel.\",       \"position\": \"hanging from beneath the bell center, descending through lower frame\",       \"action\": \"flowing and undulating in long ribbons, curling and billowing with the water movement\",       \"color_match\": \"natural white/cream\"     },     {       \"type\": \"tentacles\",       \"description\": \"Eight marginal tentacles streaming from the bell edge, slender and whip-long; dark maroon near their bases with sections fading toward paler natural tones, each filament showing faint marbled striations where the tissue thickens along its length.\",       \"position\": \"radiating from the bell edge into surrounding water\",       \"action\": \"trailing and snapping gently in arcs, oscillating behind the bell as it moves\",       \"color_match\": \"dark maroon fading to pale\"     },     {       \"type\": \"unique_feature\",       \"description\": \"Bold purple striping that appears densest and darkest toward the center and strengthens with age, contrasted by a youthful blush-pink undertone in the bell tissue; the stripes feather into the marbled translucency, creating an organic ink-in-water look.\",       \"position\": \"across the bell surface from center to rim\",       \"action\": \"visually intensifying as the bell pulses—stripes compress then flare outward with each contraction\",       \"color_match\": \"deep purple with pinkish undertone\"     }   ] }"
+            }
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 4,
+          "sample_steps": 25,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

purple_striped_jellyfish/config.yaml

@@ -0,0 +1,226 @@
+job: extension
+config:
+  name: purple_striped_jellyfish
+  process:
+  - type: diffusion_trainer
+    training_folder: /app/ai-toolkit/output
+    sqlite_db_path: /app/ai-toolkit/aitk_db.db
+    device: cuda
+    trigger_word: null
+    performance_log_every: 10
+    network:
+      type: lora
+      linear: 32
+      linear_alpha: 32
+      conv: 16
+      conv_alpha: 16
+      lokr_full_rank: true
+      lokr_factor: -1
+      network_kwargs:
+        ignore_if_contains: []
+    save:
+      dtype: bf16
+      save_every: 250
+      max_step_saves_to_keep: 8
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /app/ai-toolkit/datasets/purple_striped
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: ''
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 768
+      - 1024
+      - 1280
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      flip_x: false
+      flip_y: false
+      num_repeats: 1
+      control_path_1: null
+      control_path_2: null
+      control_path_3: null
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 2000
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: weighted
+      content_or_style: balanced
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      cache_text_embeddings: false
+      lr: 0.0001
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      skip_first_sample: false
+      force_first_sample: false
+      disable_sampling: false
+      dtype: bf16
+      diff_output_preservation: false
+      diff_output_preservation_multiplier: 1
+      diff_output_preservation_class: person
+      switch_boundary_every: 1
+      loss_type: mse
+    logging:
+      log_every: 1
+      use_ui_logger: true
+    model:
+      name_or_path: black-forest-labs/FLUX.2-dev
+      quantize: true
+      qtype: qfloat8
+      quantize_te: true
+      qtype_te: qfloat8
+      arch: flux2
+      low_vram: false
+      model_kwargs:
+        match_target_res: false
+      layer_offloading: false
+      layer_offloading_text_encoder_percent: 1
+      layer_offloading_transformer_percent: 1
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      samples:
+      - prompt: "{   \"subjects\": [     {       \"type\": \"bell\",       \"description\"\
+          : \"A broad, silvery-white translucent bell dome with deep purple radial\
+          \ stripes flaring outward from the center like inked sunrays; the tissue\
+          \ is subtly clouded with organic spikey mutations\u2014tiny semi-transparent\
+          \ spines and beadlike bumps embedded just under the surface, catching the\
+          \ light as the bell flexes.\",       \"position\": \"center frame\",   \
+          \    \"action\": \"slow, powerful pulsing that ripples the stripes outward\
+          \ with each contraction\",       \"color_match\": \"natural jellyfish colors\"\
+          \     },     {       \"type\": \"bell_edge\",       \"description\": \"\
+          A scalloped bell margin with faint lavender-shadowed frills; along the rim,\
+          \ spikey bumps gather in irregular clusters like living barnacle-nubs, giving\
+          \ the edge a tactile, mutated texture while remaining gelatinous and translucent.\"\
+          ,       \"position\": \"outer rim of the bell, encircling the subject\"\
+          ,       \"action\": \"fluttering and ruffling with the current as the bell\
+          \ pulses\",       \"color_match\": \"natural jellyfish colors\"     }, \
+          \    {       \"type\": \"oral_arms\",       \"description\": \"Four long,\
+          \ frilly white oral arms spilling from the center in layered, cauliflower-like\
+          \ ribbons; the folds are milk-white and opalescent with occasional spikey\
+          \ protrusions\u2014tiny soft spikes and raised nodules tracking along the\
+          \ frill ridges, adding a prickled silhouette as they stream downward.\"\
+          ,       \"position\": \"hanging from the bell center, extending into the\
+          \ lower half of the frame\",       \"action\": \"undulating in slow waves,\
+          \ folding and unfurling like lace in a gentle surge\",       \"color_match\"\
+          : \"natural jellyfish colors\"     },     {       \"type\": \"tentacles\"\
+          ,       \"description\": \"Eight marginal tentacles trailing from around\
+          \ the bell edge, dark maroon near their origins and fading toward pale,\
+          \ tea-stained translucency along their length; the spikey texture appears\
+          \ as minute thorny bumps spaced intermittently, making the lines look subtly\
+          \ serrated as they drift.\",       \"position\": \"radiating from the bell\
+          \ edge, sweeping into the surrounding water\",       \"action\": \"whip-like\
+          \ trailing and drifting, curling and uncurling as they dance behind the\
+          \ bell\",       \"color_match\": \"natural jellyfish colors\"     },   \
+          \  {       \"type\": \"unique_feature\",       \"description\": \"Bold purple\
+          \ stripes that deepen and intensify with age, radiating cleanly from the\
+          \ bell\u2019s center; between stripe bands, faint pinkish undertones linger\
+          \ like a juvenile blush, while spikey micro-bumps lightly disrupt the stripe\
+          \ edges, creating a natural, living stipple within the translucent tissue.\"\
+          ,       \"position\": \"across the bell surface from center to rim\",  \
+          \     \"action\": \"the striping appears to \u2018breathe\u2019\u2014darkening\
+          \ and softening visually as the bell expands and contracts\",       \"color_match\"\
+          : \"natural jellyfish colors\"     }   ] }"
+      - prompt: '{   "subjects": [     {       "type": "bell",       "description":
+          "A broad, silvery-white translucent bell dome with deep purple radial stripes
+          radiating from the center like inked sunrays, the tissue subtly clouded
+          by organic feathery fronds embedded within the gel as if the flesh has sprouted
+          delicate plume-like filaments.",       "position": "center frame, dominating
+          the composition",       "action": "slowly pulsing and expanding, stripes
+          flexing with each contraction",       "color_match": "silvery-white with
+          deep purple stripes (natural jellyfish colors)"     },     {       "type":
+          "bell_edge",       "description": "A scalloped bell margin with softly rippled
+          lobes, rimmed in pale lavender translucence where feathery frond textures
+          gather in thin, fringe-like mutations along the edge.",       "position":
+          "outer perimeter of the bell",       "action": "fluttering and wavering
+          in the water, scallops undulating as the bell pulses",       "color_match":
+          "pale lavender-white (natural jellyfish colors)"     },     {       "type":
+          "oral_arms",       "description": "Four long, frilly white oral arms cascading
+          from the center in layered ruffles, their translucent folds threaded with
+          faint lilac shadows and speckled with feathery fronds that bloom from within
+          the tissue like underwater feathers.",       "position": "hanging beneath
+          the bell, trailing downward through the lower half of the frame",       "action":
+          "streaming and corkscrewing gently, ruffles billowing and folding as they
+          drift",       "color_match": "milky white with faint lilac undertones (natural
+          jellyfish colors)"     },     {       "type": "tentacles",       "description":
+          "Eight long marginal tentacles emerging from the bell edge, dark maroon
+          near the base and fading into pale rosy translucence along their length,
+          with occasional feathery filament sprouts giving them a subtly barbed, plume-laced
+          appearance.",       "position": "radiating from the bell edge, arcing outward
+          and downward",       "action": "whip-swaying and trailing in long curves,
+          tips dancing with the current",       "color_match": "dark maroon fading
+          to pale pink-white (natural jellyfish colors)"     },     {       "type":
+          "unique_feature",       "description": "Age-darkening purple stripes etched
+          into the bell like living pigment bands, shifting from juvenile pinkish
+          haze near the center to richer violet-purple rays outward, with feathery
+          frond mutations clustering along stripe boundaries as if the pattern itself
+          is sprouting fine plumes.",       "position": "across the bell surface from
+          center to rim",       "action": "shimmering and sliding subtly with bell
+          motion, stripes seeming to breathe as the jelly pulses",       "color_match":
+          "violet-purple stripes over a faint pinkish blush (natural jellyfish colors)"     }   ]
+          }'
+      - prompt: "{   \"subjects\": [     {       \"type\": \"bell\",       \"description\"\
+          : \"A vast silvery-white translucent bell dome, shot from a slightly low\
+          \ angle so its diameter feels immense; deep purple radial stripes flare\
+          \ outward from the center like ink brushed through glass, with subtle organic\
+          \ marbled swirls suspended within the gelatinous tissue.\",       \"position\"\
+          : \"center frame\",       \"action\": \"slow, powerful pulsing that gently\
+          \ compresses and expands the dome\",       \"color_match\": \"silvery-white\
+          \ with deep purple stripes\"     },     {       \"type\": \"bell_edge\"\
+          ,       \"description\": \"A scalloped bell rim with softly ruffled lobes,\
+          \ the edge catching the light as a pale opalescent line; faint marbled veining\
+          \ threads through the margin where the tissue thickens, accenting the natural\
+          \ scallop pattern.\",       \"position\": \"outer perimeter of the bell\"\
+          ,       \"action\": \"rippling and fluttering in the wake of each pulse\"\
+          ,       \"color_match\": \"pale opalescent white\"     },     {       \"\
+          type\": \"oral_arms\",       \"description\": \"Four long, frilly oral arms\
+          \ unfurling from the center like trailing lace; bright natural white with\
+          \ creamy translucence, their folds filled with delicate marbled swirls that\
+          \ look like milky currents trapped in gel.\",       \"position\": \"hanging\
+          \ from beneath the bell center, descending through lower frame\",      \
+          \ \"action\": \"flowing and undulating in long ribbons, curling and billowing\
+          \ with the water movement\",       \"color_match\": \"natural white/cream\"\
+          \     },     {       \"type\": \"tentacles\",       \"description\": \"\
+          Eight marginal tentacles streaming from the bell edge, slender and whip-long;\
+          \ dark maroon near their bases with sections fading toward paler natural\
+          \ tones, each filament showing faint marbled striations where the tissue\
+          \ thickens along its length.\",       \"position\": \"radiating from the\
+          \ bell edge into surrounding water\",       \"action\": \"trailing and snapping\
+          \ gently in arcs, oscillating behind the bell as it moves\",       \"color_match\"\
+          : \"dark maroon fading to pale\"     },     {       \"type\": \"unique_feature\"\
+          ,       \"description\": \"Bold purple striping that appears densest and\
+          \ darkest toward the center and strengthens with age, contrasted by a youthful\
+          \ blush-pink undertone in the bell tissue; the stripes feather into the\
+          \ marbled translucency, creating an organic ink-in-water look.\",      \
+          \ \"position\": \"across the bell surface from center to rim\",       \"\
+          action\": \"visually intensifying as the bell pulses\u2014stripes compress\
+          \ then flare outward with each contraction\",       \"color_match\": \"\
+          deep purple with pinkish undertone\"     }   ] }"
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+      num_frames: 1
+      fps: 1
+meta:
+  name: purple_striped_jellyfish
+  version: '1.0'

purple_striped_jellyfish/loss_log.db

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purple_striped_jellyfish/optimizer.pt

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purple_striped_jellyfish/pid.txt

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