Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,55 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176077172__000000000_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176090631__000000000_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176104228__000000000_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176117935__000000000_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176866421__000000200_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176880741__000000200_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176895064__000000200_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753176909391__000000200_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753177659362__000000400_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753177673677__000000400_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753177688003__000000400_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753177702333__000000400_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753178453072__000000600_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753178467390__000000600_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753178481690__000000600_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753178496028__000000600_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753179245403__000000800_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753179259721__000000800_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753179274027__000000800_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753179288336__000000800_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753180035660__000001000_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753180049988__000001000_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753180064302__000001000_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753180078628__000001000_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753185362925__000001200_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753185377301__000001200_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753185391675__000001200_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753185406038__000001200_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753186267325__000001400_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753186281705__000001400_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753186296099__000001400_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753186310493__000001400_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187064302__000001600_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187078688__000001600_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187093084__000001600_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187107473__000001600_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187861698__000001800_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187876104__000001800_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187890517__000001800_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753187904926__000001800_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753188697091__000002000_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753188711503__000002000_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753188725925__000002000_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753188740349__000002000_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753189516727__000002200_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753189531144__000002200_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753189545572__000002200_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753189559996__000002200_4.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753190313283__000002400_1.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753190327705__000002400_2.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753190342133__000002400_3.jpg filter=lfs diff=lfs merge=lfs -text
+leoprint/samples/1753190356570__000002400_4.jpg filter=lfs diff=lfs merge=lfs -text

leoprint/.job_config.json

@@ -0,0 +1,111 @@
+{
+  "job": "extension",
+  "config": {
+    "name": "leoprint",
+    "process": [
+      {
+        "type": "ui_trainer",
+        "training_folder": "/app/ai-toolkit/output",
+        "sqlite_db_path": "/app/ai-toolkit/aitk_db.db",
+        "device": "cuda",
+        "trigger_word": "$leoprint",
+        "performance_log_every": 10,
+        "network": {
+          "type": "lora",
+          "linear": 32,
+          "linear_alpha": 32,
+          "conv": 16,
+          "conv_alpha": 16,
+          "lokr_full_rank": true,
+          "lokr_factor": -1,
+          "network_kwargs": {
+            "ignore_if_contains": []
+          }
+        },
+        "save": {
+          "dtype": "bf16",
+          "save_every": 200,
+          "max_step_saves_to_keep": 12,
+          "save_format": "diffusers",
+          "push_to_hub": false
+        },
+        "datasets": [
+          {
+            "folder_path": "/app/ai-toolkit/datasets/leoprint",
+            "control_path": null,
+            "mask_path": null,
+            "mask_min_value": 0.1,
+            "default_caption": "$leoprint",
+            "caption_ext": "txt",
+            "caption_dropout_rate": 0.05,
+            "cache_latents_to_disk": false,
+            "is_reg": false,
+            "network_weight": 1,
+            "resolution": [
+              1024
+            ],
+            "controls": []
+          }
+        ],
+        "train": {
+          "batch_size": 2,
+          "bypass_guidance_embedding": false,
+          "steps": 2400,
+          "gradient_accumulation": 1,
+          "train_unet": true,
+          "train_text_encoder": false,
+          "gradient_checkpointing": true,
+          "noise_scheduler": "flowmatch",
+          "optimizer": "adamw8bit",
+          "timestep_type": "sigmoid",
+          "content_or_style": "balanced",
+          "optimizer_params": {
+            "weight_decay": 0.0001
+          },
+          "unload_text_encoder": false,
+          "lr": 0.00005,
+          "ema_config": {
+            "use_ema": false,
+            "ema_decay": 0.99
+          },
+          "dtype": "bf16",
+          "diff_output_preservation": false,
+          "diff_output_preservation_multiplier": 1,
+          "diff_output_preservation_class": "character"
+        },
+        "model": {
+          "name_or_path": "multimodalart/FLUX.1-dev2pro-full",
+          "quantize": true,
+          "quantize_te": true,
+          "arch": "flux",
+          "low_vram": false,
+          "model_kwargs": {}
+        },
+        "sample": {
+          "sampler": "flowmatch",
+          "sample_every": 200,
+          "width": 1024,
+          "height": 1024,
+          "prompts": [
+            "$leoprint sitting cross-legged on a floating iceberg, calm and thoughtful, the face facing left; vast frozen ocean and aurora borealis lighting the sky.",
+            "$leoprint painting a massive mural on a crumbling city wall, focused and intense, the face turned right; golden hour sunlight casting long shadows.",
+            "$leoprint surfing a towering wave during a storm, determined and fierce, the face facing forward; dark clouds and crashing water spray all around.",
+            "$leoprint curled up inside a cozy library nook, peaceful and content, the face turned down; warm candlelight flickering over stacks of ancient books.",
+            "$leoprint leaping between rooftops in a futuristic cityscape, alert and daring, the face angled slightly up; neon signs and rain slick streets glowing below."
+          ],
+          "neg": "",
+          "seed": 42,
+          "walk_seed": true,
+          "guidance_scale": 4,
+          "sample_steps": 25,
+          "num_frames": 1,
+          "fps": 1
+        }
+      }
+    ]
+  },
+  "meta": {
+    "name": "[name]",
+    "version": "1.0"
+  }
+}

leoprint/config.yaml

@@ -0,0 +1,96 @@
+job: extension
+config:
+  name: leoprint
+  process:
+  - type: ui_trainer
+    training_folder: /app/ai-toolkit/output
+    sqlite_db_path: /app/ai-toolkit/aitk_db.db
+    device: cuda
+    trigger_word: $leoprint
+    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: 200
+      max_step_saves_to_keep: 12
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /app/ai-toolkit/datasets/leoprint
+      control_path: null
+      mask_path: null
+      mask_min_value: 0.1
+      default_caption: $leoprint
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      cache_latents_to_disk: false
+      is_reg: false
+      network_weight: 1
+      resolution:
+      - 1024
+      controls: []
+    train:
+      batch_size: 2
+      bypass_guidance_embedding: false
+      steps: 2400
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      timestep_type: sigmoid
+      content_or_style: balanced
+      optimizer_params:
+        weight_decay: 0.0001
+      unload_text_encoder: false
+      lr: 5.0e-05
+      ema_config:
+        use_ema: false
+        ema_decay: 0.99
+      dtype: bf16
+      diff_output_preservation: false
+      diff_output_preservation_multiplier: 1
+      diff_output_preservation_class: character
+    model:
+      name_or_path: multimodalart/FLUX.1-dev2pro-full
+      quantize: true
+      quantize_te: true
+      arch: flux
+      low_vram: false
+      model_kwargs: {}
+    sample:
+      sampler: flowmatch
+      sample_every: 200
+      width: 1024
+      height: 1024
+      prompts:
+      - $leoprint sitting cross-legged on a floating iceberg, calm and thoughtful,
+        the face facing left; vast frozen ocean and aurora borealis lighting the sky.
+      - $leoprint painting a massive mural on a crumbling city wall, focused and intense,
+        the face turned right; golden hour sunlight casting long shadows.
+      - $leoprint surfing a towering wave during a storm, determined and fierce, the
+        face facing forward; dark clouds and crashing water spray all around.
+      - $leoprint curled up inside a cozy library nook, peaceful and content, the
+        face turned down; warm candlelight flickering over stacks of ancient books.
+      - $leoprint leaping between rooftops in a futuristic cityscape, alert and daring,
+        the face angled slightly up; neon signs and rain slick streets glowing below.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+      num_frames: 1
+      fps: 1
+meta:
+  name: leoprint
+  version: '1.0'

leoprint/leoprint.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddcde7a517c79e21455d004942e8cf28c32c0dced3ba89e0ac3035fba65b4f1e
+size 343806432

leoprint/leoprint_000000200.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fec2793b3c91cc4312e174ac466b79dab1d6c56c8a92de3dbc2e0bd8a626e9e
+size 343806424

leoprint/leoprint_000000400.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9931e721c2f84805222ce6c50012d5b6be6458540fe8836b2fdd15b67f323747
+size 343806424

leoprint/leoprint_000000600.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30907edb33529e70b737a534d0d2b6f6703e39dae338b2f24b10096f126b1c06
+size 343806424

leoprint/leoprint_000000800.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:799e69e29f2d40888b7872311c923961ed0e678fd6b5dd720cd7129f358688cc
+size 343806424

leoprint/leoprint_000001200.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:639db447c5ce8d9e7cbe4aed6eb22391ce83f43aa1a14ade9402e2f59b95be5a
+size 343806432

leoprint/leoprint_000001400.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf3f61916b8304956d4da96fec0f993b01faa8fdc5722a743d4b5da8eb8c83e2
+size 343806432

leoprint/leoprint_000001600.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5aeaf33ed539bbd2db255802b38ba6173e4912fdc062f8a4c4eb7bccf89f7776
+size 343806432

leoprint/leoprint_000001800.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1254f43b7771419a92cbf9123c8c1f593928a7394f6dfa509bea04bd13bff92
+size 343806432

leoprint/leoprint_000002000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14ab50724ce2119de6b23d99fbdac1483b8eb47bb00d0b7185067fddbaf36e80
+size 343806432

leoprint/leoprint_000002200.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:837f31c882c441ffdddc2a662f2a84ea83a37c0a466d8f6f355e08092d21324b
+size 343806432

leoprint/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b40405815bec87b50f054a237c47b7aed59f0961c429fd3225aceaae5bb3773
+size 350203413