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.gitattributes

@@ -33,3 +33,6 @@ 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
+samples/result1.png filter=lfs diff=lfs merge=lfs -text
+samples/result2.png filter=lfs diff=lfs merge=lfs -text
+samples/result3.png filter=lfs diff=lfs merge=lfs -text

config.yaml

@@ -0,0 +1,59 @@
+job: extension
+config:
+  name: kontext_emoji
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+      push_to_hub: false
+    datasets:
+    - folder_path: ai-toolkit/datasets/emoji_training/images
+      control_path: ai-toolkit/datasets/emoji_training/controls
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      steps: 4000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      timestep_type: weighted
+      dtype: bf16
+    model:
+      name_or_path: models/FLUX.1-Kontext-dev
+      arch: flux_kontext
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - Turn this image into the emoji style of Apple iOS system.  --ctrl_img datasets/emoji_training/controls/object_emoji_01.png
+      - Turn this image into the emoji style of Apple iOS system.  --ctrl_img datasets/emoji_training/controls/object_emoji_02.jpg
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: kontext_emoji
+  version: '1.0'

kontext_emoji.safetensors

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+oid sha256:d9c6da8ab12d510fa19198ee77ded44a7a60da0e4c583615f422056639a3cccd
+size 171969352

optimizer.pt

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