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[LoRA] Handle DoRA better #9547

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[LoRA] Handle DoRA better #9547

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9d3d68f
handle dora.
sayakpaul Sep 28, 2024
1b71c5c
print test
sayakpaul Sep 28, 2024
7a32ee2
debug
sayakpaul Sep 28, 2024
9d7e3a2
fix
sayakpaul Sep 28, 2024
6fcb40b
fix-copies
sayakpaul Sep 28, 2024
97d13a5
update logits
sayakpaul Sep 28, 2024
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fix-copies
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@sayakpaul
sayakpaul committed Sep 28, 2024
commit 6fcb40b25d45a9f6ee8afe6f7478d3657c8b5612
3 changes: 0 additions & 3 deletions src/diffusers/loaders/lora_pipeline.py
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Expand Up @@ -691,13 +691,10 @@ def lora_state_dict(
allow_pickle=allow_pickle,
)
is_dora_scale_present = any("dora_scale" in k for k in state_dict)
print(f"{is_dora_scale_present=}")
if is_dora_scale_present:
warn_msg = "It seems like you are using a DoRA checkpoint that is not compatible in Diffusers at the moment. So, we are going to filter out the keys associated to 'dora_scale` from the state dict. If you think this is a mistake please open an issue https://github.com/huggingface/diffusers/issues/new."
logger.warning(warn_msg)
state_dict = {k: v for k, v in state_dict.items() if "dora_scale" not in k}
is_dora_scale_present = any("dora_scale" in k for k in state_dict)
print(f"{is_dora_scale_present=}")

network_alphas = None
# TODO: replace it with a method from `state_dict_utils`
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