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2
.github/workflows/pr_style_bot.yml
vendored
2
.github/workflows/pr_style_bot.yml
vendored
@@ -14,4 +14,4 @@ jobs:
|
||||
with:
|
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python_quality_dependencies: "[quality]"
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secrets:
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bot_token: ${{ secrets.HF_STYLE_BOT_ACTION }}
|
||||
bot_token: ${{ secrets.GITHUB_TOKEN }}
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -180,10 +180,6 @@
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title: Caching
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- local: optimization/memory
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title: Reduce memory usage
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- local: optimization/speed-memory-optims
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title: Compile and offloading quantized models
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- local: optimization/pruna
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title: Pruna
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- local: optimization/xformers
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title: xFormers
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- local: optimization/tome
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@@ -287,8 +283,6 @@
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title: AllegroTransformer3DModel
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- local: api/models/aura_flow_transformer2d
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title: AuraFlowTransformer2DModel
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- local: api/models/chroma_transformer
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title: ChromaTransformer2DModel
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||||
- local: api/models/cogvideox_transformer3d
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title: CogVideoXTransformer3DModel
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- local: api/models/cogview3plus_transformer2d
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@@ -411,8 +405,6 @@
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title: AutoPipeline
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- local: api/pipelines/blip_diffusion
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title: BLIP-Diffusion
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- local: api/pipelines/chroma
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title: Chroma
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- local: api/pipelines/cogvideox
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title: CogVideoX
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||||
- local: api/pipelines/cogview3
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||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
@@ -37,10 +37,6 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse
|
||||
|
||||
</Tip>
|
||||
|
||||
## LoraBaseMixin
|
||||
|
||||
[[autodoc]] loaders.lora_base.LoraBaseMixin
|
||||
|
||||
## StableDiffusionLoraLoaderMixin
|
||||
|
||||
[[autodoc]] loaders.lora_pipeline.StableDiffusionLoraLoaderMixin
|
||||
@@ -100,6 +96,10 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse
|
||||
|
||||
[[autodoc]] loaders.lora_pipeline.HiDreamImageLoraLoaderMixin
|
||||
|
||||
## LoraBaseMixin
|
||||
|
||||
[[autodoc]] loaders.lora_base.LoraBaseMixin
|
||||
|
||||
## WanLoraLoaderMixin
|
||||
|
||||
[[autodoc]] loaders.lora_pipeline.WanLoraLoaderMixin
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,19 +0,0 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
http://www.apache.org/licenses/LICENSE-2.0
|
||||
|
||||
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
|
||||
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
|
||||
specific language governing permissions and limitations under the License.
|
||||
-->
|
||||
|
||||
# ChromaTransformer2DModel
|
||||
|
||||
A modified flux Transformer model from [Chroma](https://huggingface.co/lodestones/Chroma)
|
||||
|
||||
## ChromaTransformer2DModel
|
||||
|
||||
[[autodoc]] ChromaTransformer2DModel
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,103 +0,0 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
http://www.apache.org/licenses/LICENSE-2.0
|
||||
|
||||
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
|
||||
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
|
||||
specific language governing permissions and limitations under the License.
|
||||
-->
|
||||
|
||||
# Chroma
|
||||
|
||||
<div class="flex flex-wrap space-x-1">
|
||||
<img alt="LoRA" src="https://img.shields.io/badge/LoRA-d8b4fe?style=flat"/>
|
||||
<img alt="MPS" src="https://img.shields.io/badge/MPS-000000?style=flat&logo=apple&logoColor=white%22">
|
||||
</div>
|
||||
|
||||
Chroma is a text to image generation model based on Flux.
|
||||
|
||||
Original model checkpoints for Chroma can be found [here](https://huggingface.co/lodestones/Chroma).
|
||||
|
||||
<Tip>
|
||||
|
||||
Chroma can use all the same optimizations as Flux.
|
||||
|
||||
</Tip>
|
||||
|
||||
## Inference
|
||||
|
||||
The Diffusers version of Chroma is based on the [`unlocked-v37`](https://huggingface.co/lodestones/Chroma/blob/main/chroma-unlocked-v37.safetensors) version of the original model, which is available in the [Chroma repository](https://huggingface.co/lodestones/Chroma).
|
||||
|
||||
```python
|
||||
import torch
|
||||
from diffusers import ChromaPipeline
|
||||
|
||||
pipe = ChromaPipeline.from_pretrained("lodestones/Chroma", torch_dtype=torch.bfloat16)
|
||||
pipe.enabe_model_cpu_offload()
|
||||
|
||||
prompt = [
|
||||
"A high-fashion close-up portrait of a blonde woman in clear sunglasses. The image uses a bold teal and red color split for dramatic lighting. The background is a simple teal-green. The photo is sharp and well-composed, and is designed for viewing with anaglyph 3D glasses for optimal effect. It looks professionally done."
|
||||
]
|
||||
negative_prompt = ["low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette, flat colors"]
|
||||
|
||||
image = pipe(
|
||||
prompt=prompt,
|
||||
negative_prompt=negative_prompt,
|
||||
generator=torch.Generator("cpu").manual_seed(433),
|
||||
num_inference_steps=40,
|
||||
guidance_scale=3.0,
|
||||
num_images_per_prompt=1,
|
||||
).images[0]
|
||||
image.save("chroma.png")
|
||||
```
|
||||
|
||||
## Loading from a single file
|
||||
|
||||
To use updated model checkpoints that are not in the Diffusers format, you can use the `ChromaTransformer2DModel` class to load the model from a single file in the original format. This is also useful when trying to load finetunes or quantized versions of the models that have been published by the community.
|
||||
|
||||
The following example demonstrates how to run Chroma from a single file.
|
||||
|
||||
Then run the following example
|
||||
|
||||
```python
|
||||
import torch
|
||||
from diffusers import ChromaTransformer2DModel, ChromaPipeline
|
||||
|
||||
model_id = "lodestones/Chroma"
|
||||
dtype = torch.bfloat16
|
||||
|
||||
transformer = ChromaTransformer2DModel.from_single_file("https://huggingface.co/lodestones/Chroma/blob/main/chroma-unlocked-v37.safetensors", torch_dtype=dtype)
|
||||
|
||||
pipe = ChromaPipeline.from_pretrained(model_id, transformer=transformer, torch_dtype=dtype)
|
||||
pipe.enable_model_cpu_offload()
|
||||
|
||||
prompt = [
|
||||
"A high-fashion close-up portrait of a blonde woman in clear sunglasses. The image uses a bold teal and red color split for dramatic lighting. The background is a simple teal-green. The photo is sharp and well-composed, and is designed for viewing with anaglyph 3D glasses for optimal effect. It looks professionally done."
|
||||
]
|
||||
negative_prompt = ["low quality, ugly, unfinished, out of focus, deformed, disfigure, blurry, smudged, restricted palette, flat colors"]
|
||||
|
||||
image = pipe(
|
||||
prompt=prompt,
|
||||
negative_prompt=negative_prompt,
|
||||
generator=torch.Generator("cpu").manual_seed(433),
|
||||
num_inference_steps=40,
|
||||
guidance_scale=3.0,
|
||||
).images[0]
|
||||
|
||||
image.save("chroma-single-file.png")
|
||||
```
|
||||
|
||||
## ChromaPipeline
|
||||
|
||||
[[autodoc]] ChromaPipeline
|
||||
- all
|
||||
- __call__
|
||||
|
||||
## ChromaImg2ImgPipeline
|
||||
|
||||
[[autodoc]] ChromaImg2ImgPipeline
|
||||
- all
|
||||
- __call__
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team, The Black Forest Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team, The Black Forest Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team, The InstantX Team, and the XLabs Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team, The InstantX Team, and the XLabs Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
|
||||
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
|
||||
|
||||
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
|
||||
the License. You may obtain a copy of the License at
|
||||
|
||||
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Reference in New Issue
Block a user