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* polish caching docs. * Update docs/source/en/optimization/cache.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/optimization/cache.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * up --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
43 lines
1.2 KiB
Markdown
43 lines
1.2 KiB
Markdown
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
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an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
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specific language governing permissions and limitations under the License. -->
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# Caching methods
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Cache methods speedup diffusion transformers by storing and reusing intermediate outputs of specific layers, such as attention and feedforward layers, instead of recalculating them at each inference step.
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## CacheMixin
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[[autodoc]] CacheMixin
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## PyramidAttentionBroadcastConfig
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[[autodoc]] PyramidAttentionBroadcastConfig
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[[autodoc]] apply_pyramid_attention_broadcast
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## FasterCacheConfig
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[[autodoc]] FasterCacheConfig
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[[autodoc]] apply_faster_cache
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## FirstBlockCacheConfig
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[[autodoc]] FirstBlockCacheConfig
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[[autodoc]] apply_first_block_cache
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### TaylorSeerCacheConfig
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[[autodoc]] TaylorSeerCacheConfig
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[[autodoc]] apply_taylorseer_cache
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