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+samples/result2.png filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: apache-2.0
+language:
+- en
+base_model:
+- black-forest-labs/FLUX.1-Kontext-dev
+tags:
+- image-generation
+- lora
+- kontext
+pipeline_tag: image-to-image
+library_name: diffusers
+widget:
+- text: turn the characters in the image into the cute Russian nesting dolls in Q version,with a total of five from large to small, placed on an exquisite wooden table
+  output:
+    url: samples/result1.png
+- text: turn the characters in the image into the cute Russian nesting dolls in Q version,with a total of five from large to small, placed on an exquisite wooden table
+  output:
+    url: samples/result2.png
+- text: turn the characters in the image into the cute Russian nesting dolls in Q version,with a total of five from large to small, placed on an exquisite wooden table
+  output:
+    url: samples/result3.png
+---
+# valiantcat Kontext Dev LoRA
+
+<Gallery />
+
+## Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This is a model for style transfer, trained on ```black-forest-labs/FLUX.1-Kontext-dev```, and it is mainly used to generate five Russian matryoshka dolls from large to small for image stylization.For use in ```ComfyUI```.
+
+
+## Model description
+
+
+## Trigger phrase
+
+```turn the characters in the image into the cute Russian nesting dolls in Q version,with a total of five from large to small, placed on an exquisite wooden table```
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](https://huggingface.co/valiantcat/Kontext-Doll-LoRA)
+
+## Training at Chongqing Valiant Cat
+
+This model was trained by the AI Laboratory of Chongqing Valiant Cat Technology Co., LTD(```https://vvicat.com/```).Business cooperation is welcome

config.yaml

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+job: extension
+config:
+  name: kontext_taowa
+  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: datasets/taowa_training/images
+      control_path: datasets/taowa_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: black-forest-labs/FLUX.1-Kontext-dev
+      arch: flux_kontext
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      prompts:
+      - turn the characters in the image into the cute Russian nesting dolls in Q
+        version,with a total of five from large to small, placed on an exquisite wooden
+        table.  --ctrl_img datasets/taowa_training/controls/object_01.png
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 20
+meta:
+  name: kontext_taowa
+  version: '1.0'

kontext_taowa.safetensors

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+size 171969360

optimizer.pt

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