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Update README_sd3.md
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examples/dreambooth/README_sd3.md

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@@ -93,7 +93,6 @@ accelerate launch train_dreambooth_sd3.py \
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--train_batch_size=1 \
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--gradient_accumulation_steps=4 \
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--learning_rate=1e-4 \
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--report_to="wandb" \
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--lr_scheduler="constant" \
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--lr_warmup_steps=0 \
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--max_train_steps=500 \
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1. We default to the "logit_normal" weighting scheme for the loss following the SD3 paper. Thanks to @bghira for helping us discover that for other weighting schemes supported from the training script, training may incur numerical instabilities.
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2. Thanks to `bghira`, `JinxuXiang`, and `bendanzzc` for helping us discover a bug in how VAE encoding was being done previously. This has been fixed in [#8917](https://github.com/huggingface/diffusers/pull/8917).
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3. Additionally, we now have the option to control if we want to apply preconditioning to the model outputs via a `--precondition_outputs` CLI arg. It affects how the model `target` is calculated as well.
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3. Additionally, we now have the option to control if we want to apply preconditioning to the model outputs via a `--precondition_outputs` CLI arg. It affects how the model `target` is calculated as well.

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