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@@ -11,24 +11,9 @@ base_model: black-forest-labs/FLUX.1-Fill-dev
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  ## Training Script:
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  https://github.com/lrzjason/T2ITrainer
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- # Object Removal LoRA of Flux Fill Dev v2.0
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-
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- ## Dataset
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- v2.0 \
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- removal_timestep_alpha-2-1740.safetensors \
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- trained with a subset of RORD Dataset \
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- randomly selected with around 500 pairs \
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- rank 16
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- lr 1e-4
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- epoch 3
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- reg_timestep 700
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-
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- https://huggingface.co/datasets/lrzjason/ObjectRemovalAlpha \
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- All images gather from unsplash. Thanks to all creators who created the awesome images.
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-
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  ## Model Description
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  Update 20250517 \
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- Released Remove Anything on runninghub. \
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  https://www.runninghub.ai/ai-detail/1923389726278283265 \
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  I could say much better than Object Removal LoRA v2 \
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  and it is stronger than many closed source platform on object removal.
@@ -37,12 +22,27 @@ and it is stronger than many closed source platform on object removal.
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  <tr>
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  <td align="center">
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  <p>Compare to closed source removal</p>
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- <img src="https://huggingface.co/lrzjason/ObjectRemovalFluxFill/resolve/main/ComfyUI_temp_npvyv_00007_.png" alt="Compare Between Alpha and Beta" width="800" />
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  </td>
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  </tr>
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  </table>
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  </div>
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  Update 20250503 \
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  Upload v2.0 checkpoint, removal_timestep_alpha-2-1740.safetensors. Trained on small subset to verify new training method, select objective with provided timestep, 700.
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  ## Training Script:
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  https://github.com/lrzjason/T2ITrainer
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  ## Model Description
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  Update 20250517 \
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+ Released Remove Anything v1.0 on runninghub. \
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  https://www.runninghub.ai/ai-detail/1923389726278283265 \
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  I could say much better than Object Removal LoRA v2 \
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  and it is stronger than many closed source platform on object removal.
 
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  <tr>
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  <td align="center">
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  <p>Compare to closed source removal</p>
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+ <img src="https://huggingface.co/lrzjason/ObjectRemovalFluxFill/blob/main/ComfyUI_temp_ziejk_00002_.png" alt="Compare to closed source removal" width="1200" />
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  </td>
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  </tr>
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  </table>
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  </div>
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+ # Object Removal LoRA of Flux Fill Dev v2.0
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+
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+ ## Dataset
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+ v2.0 \
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+ removal_timestep_alpha-2-1740.safetensors \
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+ trained with a subset of RORD Dataset \
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+ randomly selected with around 500 pairs \
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+ rank 16
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+ lr 1e-4
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+ epoch 3
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+ reg_timestep 700
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+
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+ https://huggingface.co/datasets/lrzjason/ObjectRemovalAlpha \
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+ All images gather from unsplash. Thanks to all creators who created the awesome images.
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+
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  Update 20250503 \
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  Upload v2.0 checkpoint, removal_timestep_alpha-2-1740.safetensors. Trained on small subset to verify new training method, select objective with provided timestep, 700.
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