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Commit 487d9a2

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make style
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‎src/diffusers/guiders/guider_utils.py‎

Lines changed: 4 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -247,11 +247,10 @@ def from_pretrained(
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The specific model version to use. It can be a branch name, a tag name, a commit id, or any identifier
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allowed by Git.
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> [!TIP]
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> To use private or [gated models](https://huggingface.co/docs/hub/models-gated#gated-models), log-in with `hf
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> auth login`. You can also activate the special
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> ["offline-mode"](https://huggingface.co/diffusers/installation.html#offline-mode) to use this method in a
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> firewalled environment.
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> [!TIP] > To use private or [gated models](https://huggingface.co/docs/hub/models-gated#gated-models), log-in
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with `hf > auth login`. You can also activate the special >
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["offline-mode"](https://huggingface.co/diffusers/installation.html#offline-mode) to use this method in a >
253+
firewalled environment.
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"""
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config, kwargs, commit_hash = cls.load_config(

‎src/diffusers/loaders/lora_base.py‎

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@@ -544,8 +544,7 @@ def fuse_lora(
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r"""
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Fuses the LoRA parameters into the original parameters of the corresponding blocks.
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> [!WARNING]
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> This is an experimental API.
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> [!WARNING] > This is an experimental API.
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Args:
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components: (`List[str]`): List of LoRA-injectable components to fuse the LoRAs into.
@@ -625,8 +624,7 @@ def unfuse_lora(self, components: List[str] = [], **kwargs):
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Reverses the effect of
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[`pipe.fuse_lora()`](https://huggingface.co/docs/diffusers/main/en/api/loaders#diffusers.loaders.LoraBaseMixin.fuse_lora).
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> [!WARNING]
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> This is an experimental API.
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> [!WARNING] > This is an experimental API.
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Args:
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components (`List[str]`): List of LoRA-injectable components to unfuse LoRA from.

‎src/diffusers/loaders/lora_pipeline.py‎

Lines changed: 64 additions & 128 deletions
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‎src/diffusers/models/attention.py‎

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Original file line numberDiff line numberDiff line change
@@ -111,8 +111,7 @@ def fuse_qkv_projections(self):
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def unfuse_qkv_projections(self):
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"""Disables the fused QKV projection if enabled.
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> [!WARNING]
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> This API is 🧪 experimental.
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> [!WARNING] > This API is 🧪 experimental.
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"""
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for module in self.modules():
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if isinstance(module, AttentionModuleMixin):

‎src/diffusers/models/attention_processor.py‎

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Original file line numberDiff line numberDiff line change
@@ -3669,8 +3669,7 @@ class FusedAttnProcessor2_0:
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fused projection layers. For self-attention modules, all projection matrices (i.e., query, key, value) are fused.
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For cross-attention modules, key and value projection matrices are fused.
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> [!WARNING]
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> This API is currently 🧪 experimental in nature and can change in future.
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> [!WARNING] > This API is currently 🧪 experimental in nature and can change in future.
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"""
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def __init__(self):

‎src/diffusers/models/auto_model.py‎

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Original file line numberDiff line numberDiff line change
@@ -118,11 +118,10 @@ def from_pretrained(cls, pretrained_model_or_path: Optional[Union[str, os.PathLi
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trust_remote_cocde (`bool`, *optional*, defaults to `False`):
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Whether to trust remote code
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> [!TIP]
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> To use private or [gated models](https://huggingface.co/docs/hub/models-gated#gated-models), log-in with `hf
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> auth login`. You can also activate the special
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> ["offline-mode"](https://huggingface.co/diffusers/installation.html#offline-mode) to use this method in a
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> firewalled environment.
121+
> [!TIP] > To use private or [gated models](https://huggingface.co/docs/hub/models-gated#gated-models), log-in
122+
with `hf > auth login`. You can also activate the special >
123+
["offline-mode"](https://huggingface.co/diffusers/installation.html#offline-mode) to use this method in a >
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firewalled environment.
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Example:
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‎src/diffusers/models/autoencoders/autoencoder_kl.py‎

Lines changed: 2 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -532,8 +532,7 @@ def fuse_qkv_projections(self):
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Enables fused QKV projections. For self-attention modules, all projection matrices (i.e., query, key, value)
533533
are fused. For cross-attention modules, key and value projection matrices are fused.
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> [!WARNING]
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> This API is 🧪 experimental.
535+
> [!WARNING] > This API is 🧪 experimental.
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"""
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self.original_attn_processors = None
539538

@@ -553,8 +552,7 @@ def fuse_qkv_projections(self):
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def unfuse_qkv_projections(self):
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"""Disables the fused QKV projection if enabled.
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> [!WARNING]
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> This API is 🧪 experimental.
555+
> [!WARNING] > This API is 🧪 experimental.
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"""
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if self.original_attn_processors is not None:

‎src/diffusers/models/controlnets/controlnet_sd3.py‎

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Original file line numberDiff line numberDiff line change
@@ -270,8 +270,7 @@ def fuse_qkv_projections(self):
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Enables fused QKV projections. For self-attention modules, all projection matrices (i.e., query, key, value)
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are fused. For cross-attention modules, key and value projection matrices are fused.
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> [!WARNING]
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> This API is 🧪 experimental.
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> [!WARNING] > This API is 🧪 experimental.
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"""
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self.original_attn_processors = None
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def unfuse_qkv_projections(self):
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"""Disables the fused QKV projection if enabled.
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> [!WARNING]
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> This API is 🧪 experimental.
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> [!WARNING] > This API is 🧪 experimental.
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"""
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if self.original_attn_processors is not None:

‎src/diffusers/models/controlnets/controlnet_xs.py‎

Lines changed: 2 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -980,8 +980,7 @@ def fuse_qkv_projections(self):
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Enables fused QKV projections. For self-attention modules, all projection matrices (i.e., query, key, value)
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are fused. For cross-attention modules, key and value projection matrices are fused.
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> [!WARNING]
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> This API is 🧪 experimental.
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> [!WARNING] > This API is 🧪 experimental.
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"""
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self.original_attn_processors = None
987986

@@ -1001,8 +1000,7 @@ def fuse_qkv_projections(self):
10011000
def unfuse_qkv_projections(self):
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"""Disables the fused QKV projection if enabled.
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> [!WARNING]
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> This API is 🧪 experimental.
1003+
> [!WARNING] > This API is 🧪 experimental.
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"""
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if self.original_attn_processors is not None:

‎src/diffusers/models/modeling_flax_utils.py‎

Lines changed: 3 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -227,12 +227,9 @@ def from_pretrained(
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This can be used to enable mixed-precision training or half-precision inference on GPUs or TPUs. If
228228
specified, all the computation will be performed with the given `dtype`.
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> [!TIP]
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> This only specifies the dtype of the *computation* and does not influence the dtype of model
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> parameters.
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>
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> If you wish to change the dtype of the model parameters, see [`~FlaxModelMixin.to_fp16`] and
235-
> [`~FlaxModelMixin.to_bf16`].
230+
> [!TIP] > This only specifies the dtype of the *computation* and does not influence the dtype of model
231+
> parameters. > > If you wish to change the dtype of the model parameters, see
232+
[`~FlaxModelMixin.to_fp16`] and > [`~FlaxModelMixin.to_bf16`].
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model_args (sequence of positional arguments, *optional*):
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All remaining positional arguments are passed to the underlying model's `__init__` method.

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