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LLM:main LLM:kandinsky-docs-update LLM:disable-mmap-pipeline LLM:toilaluan-feat-taylorseer LLM:ci-test-huggingface-hub-v1.2.0.rc0-release LLM:migrate-lora-pytest LLM:qwen-pipeline-mixin LLM:sdxl-vae-fix LLM:prompt-isolation-tests-qwen LLM:custom-modular-tests LLM:hunyuanvideo15-tests LLM:flux2-modular LLM:sayakpaul-patch-3 LLM:sf-modular LLM:flux2-fix LLM:auto-offload-improv LLM:cache-docs-fixes LLM:remove-torch-save LLM:correct-flux2-links LLM:torchao-offload LLM:qwen-edit-plus-multi-images LLM:pr-tests-fixes LLM:ci-push-test-indentation LLM:ci-logs LLM:night-release-test-fix LLM:model-test-refactor LLM:custom-blocks-guide LLM:ruff-docstr LLM:cp-fix LLM:push-uv-fix LLM:push-test-hub-fix LLM:push-test-fix LLM:modular-docs LLM:requirements-custom-blocks LLM:ci-test-huggingface-hub-v1.1.0.rc2-release LLM:ci-test-huggingface-hub-v1.1.0.rc1-release LLM:ci-test-huggingface-hub-v1.1.0.rc0-release LLM:custom-rev LLM:remove-explicit-typing LLM:unbloat-pipeline-utilities LLM:modular-1027 LLM:custom-block-local-code LLM:galbria-bria-fibo LLM:vace-fix LLM:pr-test-speed-up LLM:transformer-clip-fix LLM:fa-hub LLM:feat/autoencodermixin LLM:ci-test-huggingface-hub-v0.36.0.rc0-release LLM:ci-test-huggingface-hub-v1.0.0.rc7-release LLM:Photoroom-photon LLM:style-fixes LLM:toc-doc-fix LLM:reconfigure-ci-speed LLM:vae-tests-mixin LLM:yiyi-kandinsky5 LLM:ltx-098-merge LLM:v0.35.2-patch LLM:ci-test-huggingface-hub-v1.0.0.rc6-release LLM:sage-kernels-dispatch LLM:ci-test-huggingface-hub-v1.0.0.rc5-release LLM:adv-flux LLM:attn-refactor-blocks LLM:ci-test-huggingface-hub-v1.0.0.rc4-release LLM:ci-test-huggingface-hub-v1.0.0.rc3-release LLM:embedding-dtype-mps LLM:version-checks-cache LLM:sf-test-mixin LLM:sanitize-pipe-go-tests LLM:maybe-fix-ci LLM:remove-non-controlnet-modules LLM:unbloat-docstrings LLM:ci-test-huggingface-hub-v1.0.0.rc2-release LLM:ci-test-huggingface-hub-v1.0.0 LLM:ci-test-huggingface-hub-v1.0.0.rc1-release LLM:qwen-go-disk LLM:lora-model-mixin LLM:remove-unittest-modelmixin LLM:kernelize LLM:fix-flax-name LLM:yiyi-lucy LLM:ci-test-huggingface-hub-v0.35.0.rc1-release LLM:wan-22-sf LLM:ci-test-huggingface-hub-v1.0.0.rc0-release LLM:torch-main-dep LLM:disable-xformers-tests-selected-pipelines LLM:cached-lora-inference LLM:support-group-offloading-pipeline-level LLM:schedulers/unipc-custom-sigmas LLM:integrations/ltx-098 LLM:single-file-automodel LLM:flux-rope-batch LLM:qwenimage-edit-batched-cfg LLM:dependabot/pip/examples/research_projects/realfill/torch-2.8.0 LLM:quanto-tests LLM:modular-load-components LLM:move-testing-utils LLM:modular-standard-repo LLM:fa3-fake-ops-added LLM:qwen-image-compilation-followup LLM:nunchaku LLM:qwenimage-lru-cache-bypass LLM:add-attentionmixin-qwen-image LLM:v0.35.1-patch LLM:v0.35.0-release LLM:custom-code-opt-out LLM:local-model-info LLM:modular-warnings LLM:custom-code-updates LLM:modular-sdxl-update LLM:support-diffusers-ckpt-gguf LLM:complete-sentences-scripts LLM:higgs LLM:gguf-cuda-kernels LLM:modular-diffusers-wan-i2v-flf2v LLM:deal-audioldm2-tests LLM:enable-all-gpus LLM:add-uv-script-test LLM:custom-code-wip-with-tests LLM:wan-5bi2v LLM:custom-code-updates-latest LLM:find-modules-by-class-name LLM:modular-ltx LLM:modular-test-updates-2 LLM:ci-test-huggingface-hub-v0.34.0.rc0-release LLM:ci-test-huggingface-hub-v0.35.0.rc0-release LLM:revert-10011-main LLM:torch-compile-varlen-compat LLM:modular-custom-code-update LLM:fix-hotswapping-ci LLM:chen/fix-cosmos-attn LLM:cnet-union-multiple-fixes LLM:dependabot/pip/examples/server/requests-2.32.4 LLM:unify-ci-installs LLM:gguf-compile-offload LLM:test-clean-merge LLM:gpu-pr-test LLM:flux-attn-refactor LLM:wan-sf-docs LLM:big-test-marker LLM:kontext-remove-compile-sync LLM:anijain2305-compile_utils LLM:v0.34.0-release LLM:raise-early-go LLM:onnx-security-fix LLM:modular-refactor LLM:group-offload-refactor LLM:chroma-docs LLM:go-disk-nvme LLM:wan-vace-tests LLM:sana-tests LLM:ltx-upscale-cpu-offload LLM:hidream-test-fix LLM:auto-docstrings LLM:chroma-fixes LLM:repr-quant-config LLM:tip-compile-offload LLM:chroma-img2img LLM:chroma-final LLM:fp8-note-torchao LLM:chroma LLM:integrations/cosmos-predict2 LLM:ci-test-huggingface-hub-v0.33.0.rc0-release LLM:flux-control-lora-bnb-8bit LLM:attn-refactor LLM:hidream-expert-loss LLM:hidream-torch-compile LLM:omi-hidream-lora LLM:integrations/flux-kontext LLM:wan-lora LLM:build-docker LLM:revert-11508-compile-ci LLM:safetensors-compatible-update LLM:ci-test-huggingface-hub-v0.32.0.rc1-release LLM:ci-test-huggingface-hub-v0.32.0.rc0-release LLM:hidream-image-test-fix LLM:deprecate-pipeline-mixin LLM:fbc-refactor LLM:torchao-int4-serialization LLM:modular-refactor-0501-backup LLM:revert-error-to-warning LLM:training-group-offloading-tests LLM:hidream-single-file LLM:modular-refactor-custom-code LLM:hidream-non-diffusers-lora LLM:audioldm2-fix LLM:ci-test-huggingface-hub-v0.31.0.rc0-release LLM:dep-table-update LLM:add-attn-mixin-refactor LLM:xfail-failing-tests-pipeline LLM:modular-diffusers-backup-for-comfynodes LLM:modular-diffusers-guiders-yiyi-merge-attempt LLM:folderize-loaders LLM:dependabot/pip/examples/server/h11-0.16.0 LLM:hidream-license LLM:add-stochastic-sampling LLM:pipeline-deprecate LLM:faster-loading-cuda LLM:fix-bnb-test LLM:slight-adjustment-env-msg LLM:hunyuan-i2v-test-fix LLM:enable-telemetry-quant-single-file LLM:promote-automodel-usage LLM:hunyuan-i2v-token-fix LLM:onnx-cpu-docker LLM:fix-timeout-constant-notify LLM:v0.33.1-patch LLM:ci-style-bot LLM:v0.33.0-release LLM:ruff-update LLM:fix-sd3-controlnet-validation LLM:dependabot/pip/examples/server/jinja2-3.1.6 LLM:dynamic-test-slice LLM:hameerabbasi-auraflow-lora LLM:features/guiders/wan LLM:feature/guiders LLM:update-style-bot-workflow LLM:wan-cache LLM:wan-v2v LLM:ci-test-huggingface-hub-v0.30.0.rc3-release LLM:wan-docs LLM:ci-test-huggingface-hub-0.30.0.rc1 LLM:dtype-fix LLM:sana-sprint LLM:fix-cogview4-tests LLM:pinned-context LLM:group-memory LLM:ci-test-huggingface-hub-v0.29.3.rc0 LLM:pkg-imports LLM:quantizer-imports LLM:torchao-load LLM:torchao-load-edit LLM:add-quanto LLM:better-copy-lora-pipelines LLM:wan-sf LLM:save-load-optional-components-tests LLM:yiyi-test-ltx-95 LLM:add-attn-mixin LLM:fix-hook-removal-with-warped-model LLM:variants-fetching-fix LLM:sd2-sf-fix LLM:style-bot-update LLM:poc_branch LLM:fast-gpu-tests LLM:gpu-pr-ipadapter-fix LLM:improve-security-stylebot LLM:fix-lumina2-lora-fuse-nan-tests LLM:integrations/cfg-parallel LLM:integrations/first-block-cache LLM:pipeline-fetcher LLM:hooks/qol-model-mixin-methods LLM:hunyuan-dit-test LLM:integrations/enhance-a-video LLM:ci-test-huggingface-hub-v0.29.0.rc7 LLM:ci-test-huggingface-hub-0.29.0.rc6 LLM:ci-test-huggingface-hub-v0.29.0.rc5 LLM:tests/fix-group-offload-disk-offload-interaction LLM:ci-test-huggingface-hub-v0.29.0.rc2 LLM:ci-test-huggingface-hub-v0.29.0.rc1 LLM:ci-test-huggingface-hub-v0.29.0.rc0 LLM:lumina-sf LLM:dependabot/pip/examples/research_projects/realfill/transformers-4.48.0 LLM:grpo LLM:custom-gc-function-tests LLM:ci-test-huggingface-hub-v0.28.0.rc0 LLM:memory-optimizations/tensor-parallel-like-ff LLM:tru-cfg-hunyuanvideo LLM:sayakpaul-patch-1 LLM:release-token-update LLM:update-notes-spaces LLM:v0.32.2-patch LLM:fast-gpu-model-token LLM:gpu-test-token LLM:add-components-manager LLM:flux-sf-fix LLM:torch-min-fix LLM:torch-regression-tests LLM:teacache LLM:ltx-vid2vid LLM:v0.32.1-patch LLM:v0.32.0-release LLM:fix-cog-lora-fuse-test LLM:lora-test-fixes LLM:hunyuan-sf LLM:fix-dtype LLM:mochi-parallel LLM:yiyi-test-karras LLM:gguf-docs LLM:flux-tools-sf LLM:mochi-pipeline-autocast LLM:fix-torchao-example LLM:mochi-single-file LLM:mochi-quality LLM:push-test-workflow-fix LLM:lora-device-map LLM:misc-docs-stuff LLM:ci-test-huggingface-hub-v0.27.0.rc0 LLM:unload-single-adapter LLM:ci-update-tpu LLM:sd35-loras LLM:pyramid-attention-rewrite-2 LLM:cogvideox-fixes LLM:yiyi-test-aedc LLM:dduf-with-loader LLM:mochi-artifacts-fix LLM:mochi-transformer-update LLM:mochi-v2v LLM:mochi-drop-token LLM:refactor-cogvideox-vae LLM:flux-fill-yiyi LLM:mochi-attn-fix-truncate-pad-tokens LLM:docker-imgs-torch LLM:mochi-attn-mask LLM:v0.29.2-patch LLM:ip-11 LLM:shared-variants-downloads LLM:mochi-yiyi LLM:test-mochi LLM:mochi-t2v LLM:mochi-t2v-pipeline LLM:mochi-vae LLM:v0.31.0-release LLM:fix-nan-test LLM:ci-test-huggingface-hub-v0.26.0.rc0 LLM:refactor-rope-and-sincos LLM:cogvideox/one-shot-decoding LLM:cogview3plus-yiyi LLM:lora-hot-swapping-yiyi LLM:fix-sf LLM:cogvideox-profiling LLM:dora-fixes LLM:single-file-tests LLM:batched-cfg-flux LLM:cog-pipeline-fixes LLM:ci-test-huggingface-hub-v0.25.0.rc1 LLM:v0.30.3-patch LLM:cogvideox/freenoise LLM:lora-compile LLM:fix-cog-vid-test LLM:single-file-fixes LLM:fast-gpu-test-on-dispatch LLM:fast-gpu-test-fixes LLM:push-test-fixes LLM:rope-init-on-device LLM:v0.30.2-patch LLM:test-token-update LLM:animatediff/freenoise-sparsectrl LLM:v3-freenoise LLM:update-release-tests LLM:release-tests LLM:v0.30.1-patch LLM:sf-comfy-loading LLM:tests/fix-xformers-tests LLM:feat-config-metadata LLM:animatediff/freenoise-improvements-rewrite LLM:nightly-tests-fix LLM:layerwise-upcasting LLM:nightly-runner-update LLM:mem-eff-fusion LLM:video-loading-fix LLM:dynamic-upcasting LLM:cogvideox-dynamic-pos-embeds LLM:flux-mixed-precision-inference LLM:tok-update LLM:v0.30.0-release LLM:ad-decode-chunk LLM:safetensors-variant-loading LLM:flux-single-file LLM:community-projects-docs LLM:cog-test LLM:nightly-fix LLM:pipe-fetch-fix LLM:revert-9033-pipe-fetch-fix LLM:ci-test-cache LLM:credit-lumina-latte-folks LLM:freenoise-backup LLM:call-pipeline-not-model LLM:nightly-test-fix LLM:revert-8774-feat-lora-base-class LLM:ci-updates LLM:tests-clip-attn LLM:transformer2d-as-blocks LLM:pipe-fetch-update LLM:dreambooth-adv-fix LLM:siglip-pixart LLM:deprecated-model-id LLM:ssh-into-cpu-runner LLM:ci-test-huggingface-hub-v0.24.0.rc0 LLM:slow-test-ci-update LLM:shm-size LLM:fa3-tests LLM:latte/chunked-ffn LLM:muellerzr-fast-init LLM:aryan-test-push LLM:animatediff-sf LLM:advanced-dreambooth-fix LLM:sd3-t5 LLM:specific-accelerate-imports LLM:animatediff-warning LLM:dreambooth-advanced LLM:add-sharded-checkpoints-docs LLM:add-caching-note LLM:support-sf-pixart-sigma LLM:v0.29.1-patch LLM:fix-casting-training-params LLM:pin-numpy LLM:fix-mirror-community-pipeline-workflow LLM:v0.29.0-release LLM:typo-in-workflow LLM:ci-ssh LLM:v0.28.2-patch LLM:v0.28.1-patch LLM:slow-test-action-fix LLM:sf-vae-conversion LLM:sf-clip-check LLM:v0.28.0-release LLM:single-file-docs LLM:refactor-lora-conversion-utility LLM:fix-resume-download-future-warning LLM:cli-fix LLM:diffusers-docs LLM:svd-tests LLM:use-hf-token-env-var LLM:fix-single-file-dict-config LLM:fix-tests LLM:max-parallel LLM:ci-move-hf_cache LLM:deprecate-resume-download LLM:pipe-fetcher-deps LLM:ci-test-huggingface-hub-v0.23.0.rc1 LLM:pipe-fetcher-fix LLM:ckpt-tests LLM:fix-model-device-map LLM:ci-test-huggingface-hub-v0.23.0.rc0 LLM:pipline-fetcher-fix LLM:animatediff-safetnsors-support LLM:fix-lora-device-test LLM:flaky-controlnetxs-test LLM:pixart-small-nits LLM:tests-consistency-vae LLM:test-fixes-t2video LLM:wuerschten-tests LLM:kandinsky-tests LLM:peft-slow-tests LLM:introduce-cosxl-arg-ip2p LLM:remove-installation-flax-pr-tests LLM:update-metadata-utility LLM:3d-attn-fix LLM:fix_unet_2d_condition_attn_naming LLM:st-dit LLM:inpainting-script LLM:freeu-test-fix LLM:fix-test LLM:test-clean-up LLM:test-disable-transformer-containers-in-docs-ci LLM:fix-sdxl-controlnet-inpaint-compile LLM:str-to-bool-fix LLM:tests-memory-additional-cleanup LLM:tests-memory-cleanup LLM:ci-test-huggingface-hub-v0.22.0.rc0 LLM:add-no-lora-image LLM:v0.27.2-patch LLM:v0.27.1-patch LLM:token-drop LLM:controlnet-test-fixes LLM:v0.27.0-release LLM:support-other-single-unets LLM:test-fix-upscale LLM:convert-cascade-lite LLM:test-fix-vae-single-file-config LLM:cascade-fix LLM:single-file-additional-components LLM:fix/transformers2d-config LLM:fix-vae-tiling-generator-issue LLM:stable-cascade-dtype LLM:fix/single-file-playground LLM:stable-cascade-upcasting LLM:export-vid-fix LLM:support-single-file-from-from_pretrained LLM:doctest LLM:onnx-cuda-test-update LLM:test-runner-updates LLM:test-fetcher-fixes LLM:test-runner-update LLM:v0.26.0-release LLM:ci-test-huggingface-hub-v0.21.0.rc0 LLM:single-file-test-updates LLM:move-to-uv LLM:dance-diffusion-download LLM:xformers-tests-fix LLM:single-file-dtype-fix LLM:animatelcm-doc-images LLM:animatelcm-docs LLM:unet-config-fix LLM:single-file-controlnet LLM:fix-part-tests LLM:fix-motion-module-convert LLM:unet-refactor LLM:convert-animate-lcm LLM:rename-attn-2dunet-proporal2 LLM:rename-attn-2dunet LLM:rename-attn-2d LLM:controlnet-single-file-mixin LLM:v0.26.3-patch LLM:fix-sdxl-adapter-test LLM:ipadapter-test-fixes LLM:single-file-vae LLM:pin-torch LLM:pixart-tests LLM:post_release_0260 LLM:lora-old-backend LLM:more-ip-test-fix LLM:depcrecate-torch-dtype-pretrained LLM:ipadaptertest-more-fixes LLM:rename-attn-name-3dunet LLM:if-tests LLM:v0.26.2-patch LLM:posix-test-fix LLM:convert-svd-v1-1 LLM:v0.26.1-patch LLM:vid-docs-fixes LLM:ip-adapter-test-fixes LLM:pia LLM:single-file-fix LLM:note-model-saving LLM:export-to-vid LLM:sd-tests LLM:vid-pipe-output LLM:lora-tests LLM:feat/memory-footprint LLM:posix-fix LLM:v0.25.1-patch LLM:fix_num_process_lora LLM:fix_indent_controlnet LLM:delete/print-svd-shapes LLM:rec-guided-sampling LLM:fix/sdxl-lora-assertions LLM:controlnet-compile-fix LLM:state_dict_utils_to_init LLM:fuse-projections-pixart LLM:v0.25.0-release LLM:add-peft-to-advanced-training-script LLM:fix-widget LLM:animatediff-docs LLM:animatediff-convert LLM:pipeline-interrupt LLM:fix-svd-docs LLM:fix-t2i-adapter-paper-link LLM:more-lora-fixes LLM:fix-prodigyopt-sdxl-dreambooth LLM:animatediff-v3 LLM:test-fixes LLM:fix-peft-graph-breaks LLM:ci-test-huggingface-hub-v0.20.0.rc1 LLM:controlnetxs-fix LLM:slow-test-fixes LLM:mps-video LLM:fix_svd_compile LLM:deprecate-pipe LLM:correct_guidance_scale LLM:revert-4695-text2video-zero-sdxl LLM:fix/lora-loading LLM:fix/lora-loading-offline LLM:peft-lora-test-fixes LLM:examples-test-fix LLM:sdxl-inpating-single-file-fix LLM:sdxl/feat LLM:fix-pipe-example LLM:compile-test-fix LLM:fix/training-peft-installed LLM:add-widget LLM:fix-addnoise LLM:revert_scheduler_change_sigma LLM:cache-latents LLM:tests-backend-cache-fix LLM:test-backend-fix LLM:harmonize-environment-variables LLM:rev-fix LLM:save_embeddings_local LLM:disable-test-fetcher LLM:ruff-pin LLM:ldm-unet-convert-fix LLM:add_svd_inpaint LLM:v0.24.0-release LLM:test-v-update LLM:instruct-pix2pix/emu LLM:improve_vae LLM:peft-pr-test-fix LLM:v0.23.1-patch LLM:fast-pr-pipeline-tests LLM:fix-scheduler-add-noise LLM:fix-scheduler-index LLM:v0.23.0-release LLM:lora-test-fix LLM:v0.22.3-patch LLM:feat/ip_adapter LLM:v0.22.2-patch LLM:dependency-test-images LLM:dependency-check LLM:ci-test-huggingface-hub-v0.19.0.rc0 LLM:v0.22.1-patch LLM:v0.22.0-release LLM:feat/workflows LLM:revert-5636-feat/allow-tiny-vae-img2img LLM:animatediff-model LLM:trust-remote-code-follow-ups LLM:debug-add-custom-pipelines LLM:single-model-remote LLM:fix/lora-dtype LLM:controlnet-sai LLM:ci-test-huggingface-hub-v0.18.0.rc0 LLM:v0.21.4-patch LLM:v0.21.3-patch LLM:debug LLM:test_ci_runner LLM:sdxl-img2img-flax LLM:peftpart-1 LLM:float16-test-fix LLM:v0.21.2-patch LLM:v0.21.1-patch LLM:auto-pipeline-lazy-import-fix LLM:scheduler-mapping LLM:v0.21.0-release LLM:test-offload-hook-fix LLM:dpm-mstep-sigma LLM:ci-test-huggingface-hub-v0.17.0.rc0 LLM:t2i-adapter-load-lora LLM:v0.20.2-patch LLM:side-offloading LLM:t2iadapterxl LLM:v0.19.3-patch LLM:v0.20.1-patch LLM:test-cleanup-use-max-of-diff LLM:test-cleanup-use-max-to-test-diffs LLM:test_safetensors LLM:v0.20.0-release LLM:eulera-flax LLM:safetensors-default LLM:safetensors_pre_release LLM:cleanup-tests-stable-diffusion-pipelines-move2nightly LLM:flax-utils-fixes LLM:instruct-pix2pix-training LLM:v0.19.2-patch LLM:v0.19.1-patch LLM:v0.19.0-release LLM:docs-flax-neg-prompts LLM:fix-sdxl-inpaint-docstring LLM:controlnet_webdatasets LLM:nshow_pr LLM:v0.18.2-patch LLM:v0.18.0-release LLM:ci-test-huggingface-hub-v0.16.0.rc0 LLM:schedulers-spacing LLM:fix-switch-to-unipc LLM:improve_ckpt_loading LLM:dreambooth/sd-xl-2 LLM:dreambooth/sd-xl LLM:force_unmasked_area_to_not_change LLM:temp/measure-memory-sdpa LLM:v0.17.1-patch LLM:v0.17.0-release LLM:revert-3707-docbuild-secrets LLM:v0.17.0.rc0 LLM:fix_custom_releases LLM:ci-test-huggingface-hub-v0.15.0.rc0 LLM:mishig25-patch-1 LLM:temp/debug-load-lora LLM:tests-cublas-workspace LLM:v0.16.1-patch LLM:run_tests LLM:v0.15.1-patch LLM:fix_transformers_import_2 LLM:pin_dependency LLM:t2i_adapter_draft LLM:multi_controlnet_draft LLM:multi_controlnet LLM:fix-tensorboard-tracker LLM:kig/sd-vae-tiled LLM:temp/swiglu LLM:v0.13.1-patch LLM:manual-unet-offload LLM:v0.12.1-patch LLM:release_memory_cpu_offload LLM:add_randn_tensor LLM:flax-fix-img2img LLM:v0.11.1-patch LLM:improve_conversion LLM:correct_img2img LLM:v0.10.2-patch LLM:correct_dpm LLM:add_more_tests LLM:xformers-attenion-op-arg LLM:hires-upsample LLM:improve_conversion_script LLM:1d_blocks LLM:langevin_sample LLM:v_prediction LLM:origin/v0.8.1 LLM:extended_versatile_diffusion LLM:latent-upscaler LLM:thomas/small_optimizations LLM:heun-no-dups LLM:fix_slow_tests LLM:fix-mps-crash LLM:v0.7.2 LLM:test_device_map_auto_on_cpu LLM:add_scheduling_integration_tests LLM:patch_release_v0_4_2 LLM:update-check-repo LLM:v0.0.2-release
LLM:v0.35.2 LLM:v0.35.1 LLM:v0.35.0 LLM:v0.34.0 LLM:v0.33.1 LLM:v0.33.0 LLM:v0.32.2 LLM:v0.32.1 LLM:v0.32.0 LLM:v0.31.0 LLM:v0.30.3 LLM:v0.30.2 LLM:v0.30.1 LLM:v0.30.0 LLM:v0.29.2 LLM:v0.29.1 LLM:v0.29.0 LLM:v0.28.2 LLM:v0.28.1 LLM:v0.28.0 LLM:v0.27.2 LLM:v0.27.1 LLM:v0.27.0 LLM:v0.26.3 LLM:v0.26.2 LLM:v0.26.1 LLM:v0.26.0 LLM:v0.25.1 LLM:v0.25.0 LLM:v0.24.0 LLM:v0.23.1 LLM:v0.23.0 LLM:v0.22.3 LLM:v0.22.2 LLM:v0.22.1 LLM:v0.22.0 LLM:v0.21.4 LLM:v0.21.3 LLM:v0.21.2 LLM:v0.21.1 LLM:v0.21.0 LLM:v0.20.2 LLM:v0.20.1 LLM:v0.20.0 LLM:v0.19.3 LLM:v0.19.2 LLM:v0.19.1 LLM:v0.19.0 LLM:v0.18.2 LLM:v0.18.1 LLM:v0.18.0 LLM:v0.17.1 LLM:v0.17.0 LLM:v0.17.0.rc0 LLM:v0.16.1 LLM:v0.16.0 LLM:v0.15.1 LLM:v0.15.0 LLM:v0.14.0 LLM:v0.13.1 LLM:v0.13.0 LLM:v0.12.1 LLM:v0.12.0 LLM:v0.11.1 LLM:v0.11.0 LLM:v0.10.2 LLM:v0.10.1 LLM:v0.10.0 LLM:v0.9.0 LLM:v0.8.1 LLM:v0.8.0 LLM:v0.7.2 LLM:v0.7.1 LLM:v0.7.0 LLM:v0.6.0 LLM:v0.5.1 LLM:v0.5.0 LLM:v0.4.2 LLM:v0.4.1 LLM:v0.4.0 LLM:v0.3.0 LLM:v0.2.4 LLM:v0.2.3 LLM:v0.2.2 LLM:v0.2.1 LLM:v0.2.0 LLM:0.1.3 LLM:0.1.2 LLM:0.1.1 LLM:0.1.0 LLM:v0.0.4 LLM:v0.0.3 LLM:v0.0.2
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compare: LLM:cache-docs-fixes
Branches Tags
LLM:main LLM:kandinsky-docs-update LLM:disable-mmap-pipeline LLM:toilaluan-feat-taylorseer LLM:ci-test-huggingface-hub-v1.2.0.rc0-release LLM:migrate-lora-pytest LLM:qwen-pipeline-mixin LLM:sdxl-vae-fix LLM:prompt-isolation-tests-qwen LLM:custom-modular-tests LLM:hunyuanvideo15-tests LLM:flux2-modular LLM:sayakpaul-patch-3 LLM:sf-modular LLM:flux2-fix LLM:auto-offload-improv LLM:cache-docs-fixes LLM:remove-torch-save LLM:correct-flux2-links LLM:torchao-offload LLM:qwen-edit-plus-multi-images LLM:pr-tests-fixes LLM:ci-push-test-indentation LLM:ci-logs LLM:night-release-test-fix LLM:model-test-refactor LLM:custom-blocks-guide LLM:ruff-docstr LLM:cp-fix LLM:push-uv-fix LLM:push-test-hub-fix LLM:push-test-fix LLM:modular-docs LLM:requirements-custom-blocks LLM:ci-test-huggingface-hub-v1.1.0.rc2-release LLM:ci-test-huggingface-hub-v1.1.0.rc1-release LLM:ci-test-huggingface-hub-v1.1.0.rc0-release LLM:custom-rev LLM:remove-explicit-typing LLM:unbloat-pipeline-utilities LLM:modular-1027 LLM:custom-block-local-code LLM:galbria-bria-fibo LLM:vace-fix LLM:pr-test-speed-up LLM:transformer-clip-fix LLM:fa-hub LLM:feat/autoencodermixin LLM:ci-test-huggingface-hub-v0.36.0.rc0-release LLM:ci-test-huggingface-hub-v1.0.0.rc7-release LLM:Photoroom-photon LLM:style-fixes LLM:toc-doc-fix LLM:reconfigure-ci-speed LLM:vae-tests-mixin LLM:yiyi-kandinsky5 LLM:ltx-098-merge LLM:v0.35.2-patch LLM:ci-test-huggingface-hub-v1.0.0.rc6-release LLM:sage-kernels-dispatch LLM:ci-test-huggingface-hub-v1.0.0.rc5-release LLM:adv-flux LLM:attn-refactor-blocks LLM:ci-test-huggingface-hub-v1.0.0.rc4-release LLM:ci-test-huggingface-hub-v1.0.0.rc3-release LLM:embedding-dtype-mps LLM:version-checks-cache LLM:sf-test-mixin LLM:sanitize-pipe-go-tests LLM:maybe-fix-ci LLM:remove-non-controlnet-modules LLM:unbloat-docstrings LLM:ci-test-huggingface-hub-v1.0.0.rc2-release LLM:ci-test-huggingface-hub-v1.0.0 LLM:ci-test-huggingface-hub-v1.0.0.rc1-release LLM:qwen-go-disk LLM:lora-model-mixin LLM:remove-unittest-modelmixin LLM:kernelize LLM:fix-flax-name LLM:yiyi-lucy LLM:ci-test-huggingface-hub-v0.35.0.rc1-release LLM:wan-22-sf LLM:ci-test-huggingface-hub-v1.0.0.rc0-release LLM:torch-main-dep LLM:disable-xformers-tests-selected-pipelines LLM:cached-lora-inference LLM:support-group-offloading-pipeline-level LLM:schedulers/unipc-custom-sigmas LLM:integrations/ltx-098 LLM:single-file-automodel LLM:flux-rope-batch LLM:qwenimage-edit-batched-cfg LLM:dependabot/pip/examples/research_projects/realfill/torch-2.8.0 LLM:quanto-tests LLM:modular-load-components LLM:move-testing-utils LLM:modular-standard-repo LLM:fa3-fake-ops-added LLM:qwen-image-compilation-followup LLM:nunchaku LLM:qwenimage-lru-cache-bypass LLM:add-attentionmixin-qwen-image LLM:v0.35.1-patch LLM:v0.35.0-release LLM:custom-code-opt-out LLM:local-model-info LLM:modular-warnings LLM:custom-code-updates LLM:modular-sdxl-update LLM:support-diffusers-ckpt-gguf LLM:complete-sentences-scripts LLM:higgs LLM:gguf-cuda-kernels LLM:modular-diffusers-wan-i2v-flf2v LLM:deal-audioldm2-tests LLM:enable-all-gpus LLM:add-uv-script-test LLM:custom-code-wip-with-tests LLM:wan-5bi2v LLM:custom-code-updates-latest LLM:find-modules-by-class-name LLM:modular-ltx LLM:modular-test-updates-2 LLM:ci-test-huggingface-hub-v0.34.0.rc0-release LLM:ci-test-huggingface-hub-v0.35.0.rc0-release LLM:revert-10011-main LLM:torch-compile-varlen-compat LLM:modular-custom-code-update LLM:fix-hotswapping-ci LLM:chen/fix-cosmos-attn LLM:cnet-union-multiple-fixes LLM:dependabot/pip/examples/server/requests-2.32.4 LLM:unify-ci-installs LLM:gguf-compile-offload LLM:test-clean-merge LLM:gpu-pr-test LLM:flux-attn-refactor LLM:wan-sf-docs LLM:big-test-marker LLM:kontext-remove-compile-sync LLM:anijain2305-compile_utils LLM:v0.34.0-release LLM:raise-early-go LLM:onnx-security-fix LLM:modular-refactor LLM:group-offload-refactor LLM:chroma-docs LLM:go-disk-nvme LLM:wan-vace-tests LLM:sana-tests LLM:ltx-upscale-cpu-offload LLM:hidream-test-fix LLM:auto-docstrings LLM:chroma-fixes LLM:repr-quant-config LLM:tip-compile-offload LLM:chroma-img2img LLM:chroma-final LLM:fp8-note-torchao LLM:chroma LLM:integrations/cosmos-predict2 LLM:ci-test-huggingface-hub-v0.33.0.rc0-release LLM:flux-control-lora-bnb-8bit LLM:attn-refactor LLM:hidream-expert-loss LLM:hidream-torch-compile LLM:omi-hidream-lora LLM:integrations/flux-kontext LLM:wan-lora LLM:build-docker LLM:revert-11508-compile-ci LLM:safetensors-compatible-update LLM:ci-test-huggingface-hub-v0.32.0.rc1-release LLM:ci-test-huggingface-hub-v0.32.0.rc0-release LLM:hidream-image-test-fix LLM:deprecate-pipeline-mixin LLM:fbc-refactor LLM:torchao-int4-serialization LLM:modular-refactor-0501-backup LLM:revert-error-to-warning LLM:training-group-offloading-tests LLM:hidream-single-file LLM:modular-refactor-custom-code LLM:hidream-non-diffusers-lora LLM:audioldm2-fix LLM:ci-test-huggingface-hub-v0.31.0.rc0-release LLM:dep-table-update LLM:add-attn-mixin-refactor LLM:xfail-failing-tests-pipeline LLM:modular-diffusers-backup-for-comfynodes LLM:modular-diffusers-guiders-yiyi-merge-attempt LLM:folderize-loaders LLM:dependabot/pip/examples/server/h11-0.16.0 LLM:hidream-license LLM:add-stochastic-sampling LLM:pipeline-deprecate LLM:faster-loading-cuda LLM:fix-bnb-test LLM:slight-adjustment-env-msg LLM:hunyuan-i2v-test-fix LLM:enable-telemetry-quant-single-file LLM:promote-automodel-usage LLM:hunyuan-i2v-token-fix LLM:onnx-cpu-docker LLM:fix-timeout-constant-notify LLM:v0.33.1-patch LLM:ci-style-bot LLM:v0.33.0-release LLM:ruff-update LLM:fix-sd3-controlnet-validation LLM:dependabot/pip/examples/server/jinja2-3.1.6 LLM:dynamic-test-slice LLM:hameerabbasi-auraflow-lora LLM:features/guiders/wan LLM:feature/guiders LLM:update-style-bot-workflow LLM:wan-cache LLM:wan-v2v LLM:ci-test-huggingface-hub-v0.30.0.rc3-release LLM:wan-docs LLM:ci-test-huggingface-hub-0.30.0.rc1 LLM:dtype-fix LLM:sana-sprint LLM:fix-cogview4-tests LLM:pinned-context LLM:group-memory LLM:ci-test-huggingface-hub-v0.29.3.rc0 LLM:pkg-imports LLM:quantizer-imports LLM:torchao-load LLM:torchao-load-edit LLM:add-quanto LLM:better-copy-lora-pipelines LLM:wan-sf LLM:save-load-optional-components-tests LLM:yiyi-test-ltx-95 LLM:add-attn-mixin LLM:fix-hook-removal-with-warped-model LLM:variants-fetching-fix LLM:sd2-sf-fix LLM:style-bot-update LLM:poc_branch LLM:fast-gpu-tests LLM:gpu-pr-ipadapter-fix LLM:improve-security-stylebot LLM:fix-lumina2-lora-fuse-nan-tests LLM:integrations/cfg-parallel LLM:integrations/first-block-cache LLM:pipeline-fetcher LLM:hooks/qol-model-mixin-methods LLM:hunyuan-dit-test LLM:integrations/enhance-a-video LLM:ci-test-huggingface-hub-v0.29.0.rc7 LLM:ci-test-huggingface-hub-0.29.0.rc6 LLM:ci-test-huggingface-hub-v0.29.0.rc5 LLM:tests/fix-group-offload-disk-offload-interaction LLM:ci-test-huggingface-hub-v0.29.0.rc2 LLM:ci-test-huggingface-hub-v0.29.0.rc1 LLM:ci-test-huggingface-hub-v0.29.0.rc0 LLM:lumina-sf LLM:dependabot/pip/examples/research_projects/realfill/transformers-4.48.0 LLM:grpo LLM:custom-gc-function-tests LLM:ci-test-huggingface-hub-v0.28.0.rc0 LLM:memory-optimizations/tensor-parallel-like-ff LLM:tru-cfg-hunyuanvideo LLM:sayakpaul-patch-1 LLM:release-token-update LLM:update-notes-spaces LLM:v0.32.2-patch LLM:fast-gpu-model-token LLM:gpu-test-token LLM:add-components-manager LLM:flux-sf-fix LLM:torch-min-fix LLM:torch-regression-tests LLM:teacache LLM:ltx-vid2vid LLM:v0.32.1-patch LLM:v0.32.0-release LLM:fix-cog-lora-fuse-test LLM:lora-test-fixes LLM:hunyuan-sf LLM:fix-dtype LLM:mochi-parallel LLM:yiyi-test-karras LLM:gguf-docs LLM:flux-tools-sf LLM:mochi-pipeline-autocast LLM:fix-torchao-example LLM:mochi-single-file LLM:mochi-quality LLM:push-test-workflow-fix LLM:lora-device-map LLM:misc-docs-stuff LLM:ci-test-huggingface-hub-v0.27.0.rc0 LLM:unload-single-adapter LLM:ci-update-tpu LLM:sd35-loras LLM:pyramid-attention-rewrite-2 LLM:cogvideox-fixes LLM:yiyi-test-aedc LLM:dduf-with-loader LLM:mochi-artifacts-fix LLM:mochi-transformer-update LLM:mochi-v2v LLM:mochi-drop-token LLM:refactor-cogvideox-vae LLM:flux-fill-yiyi LLM:mochi-attn-fix-truncate-pad-tokens LLM:docker-imgs-torch LLM:mochi-attn-mask LLM:v0.29.2-patch LLM:ip-11 LLM:shared-variants-downloads LLM:mochi-yiyi LLM:test-mochi LLM:mochi-t2v LLM:mochi-t2v-pipeline LLM:mochi-vae LLM:v0.31.0-release LLM:fix-nan-test LLM:ci-test-huggingface-hub-v0.26.0.rc0 LLM:refactor-rope-and-sincos LLM:cogvideox/one-shot-decoding LLM:cogview3plus-yiyi LLM:lora-hot-swapping-yiyi LLM:fix-sf LLM:cogvideox-profiling LLM:dora-fixes LLM:single-file-tests LLM:batched-cfg-flux LLM:cog-pipeline-fixes LLM:ci-test-huggingface-hub-v0.25.0.rc1 LLM:v0.30.3-patch LLM:cogvideox/freenoise LLM:lora-compile LLM:fix-cog-vid-test LLM:single-file-fixes LLM:fast-gpu-test-on-dispatch LLM:fast-gpu-test-fixes LLM:push-test-fixes LLM:rope-init-on-device LLM:v0.30.2-patch LLM:test-token-update LLM:animatediff/freenoise-sparsectrl LLM:v3-freenoise LLM:update-release-tests LLM:release-tests LLM:v0.30.1-patch LLM:sf-comfy-loading LLM:tests/fix-xformers-tests LLM:feat-config-metadata LLM:animatediff/freenoise-improvements-rewrite LLM:nightly-tests-fix LLM:layerwise-upcasting LLM:nightly-runner-update LLM:mem-eff-fusion LLM:video-loading-fix LLM:dynamic-upcasting LLM:cogvideox-dynamic-pos-embeds LLM:flux-mixed-precision-inference LLM:tok-update LLM:v0.30.0-release LLM:ad-decode-chunk LLM:safetensors-variant-loading LLM:flux-single-file LLM:community-projects-docs LLM:cog-test LLM:nightly-fix LLM:pipe-fetch-fix LLM:revert-9033-pipe-fetch-fix LLM:ci-test-cache LLM:credit-lumina-latte-folks LLM:freenoise-backup LLM:call-pipeline-not-model LLM:nightly-test-fix LLM:revert-8774-feat-lora-base-class LLM:ci-updates LLM:tests-clip-attn LLM:transformer2d-as-blocks LLM:pipe-fetch-update LLM:dreambooth-adv-fix LLM:siglip-pixart LLM:deprecated-model-id LLM:ssh-into-cpu-runner LLM:ci-test-huggingface-hub-v0.24.0.rc0 LLM:slow-test-ci-update LLM:shm-size LLM:fa3-tests LLM:latte/chunked-ffn LLM:muellerzr-fast-init LLM:aryan-test-push LLM:animatediff-sf LLM:advanced-dreambooth-fix LLM:sd3-t5 LLM:specific-accelerate-imports LLM:animatediff-warning LLM:dreambooth-advanced LLM:add-sharded-checkpoints-docs LLM:add-caching-note LLM:support-sf-pixart-sigma LLM:v0.29.1-patch LLM:fix-casting-training-params LLM:pin-numpy LLM:fix-mirror-community-pipeline-workflow LLM:v0.29.0-release LLM:typo-in-workflow LLM:ci-ssh LLM:v0.28.2-patch LLM:v0.28.1-patch LLM:slow-test-action-fix LLM:sf-vae-conversion LLM:sf-clip-check LLM:v0.28.0-release LLM:single-file-docs LLM:refactor-lora-conversion-utility LLM:fix-resume-download-future-warning LLM:cli-fix LLM:diffusers-docs LLM:svd-tests LLM:use-hf-token-env-var LLM:fix-single-file-dict-config LLM:fix-tests LLM:max-parallel LLM:ci-move-hf_cache LLM:deprecate-resume-download LLM:pipe-fetcher-deps LLM:ci-test-huggingface-hub-v0.23.0.rc1 LLM:pipe-fetcher-fix LLM:ckpt-tests LLM:fix-model-device-map LLM:ci-test-huggingface-hub-v0.23.0.rc0 LLM:pipline-fetcher-fix LLM:animatediff-safetnsors-support LLM:fix-lora-device-test LLM:flaky-controlnetxs-test LLM:pixart-small-nits LLM:tests-consistency-vae LLM:test-fixes-t2video LLM:wuerschten-tests LLM:kandinsky-tests LLM:peft-slow-tests LLM:introduce-cosxl-arg-ip2p LLM:remove-installation-flax-pr-tests LLM:update-metadata-utility LLM:3d-attn-fix LLM:fix_unet_2d_condition_attn_naming LLM:st-dit LLM:inpainting-script LLM:freeu-test-fix LLM:fix-test LLM:test-clean-up LLM:test-disable-transformer-containers-in-docs-ci LLM:fix-sdxl-controlnet-inpaint-compile LLM:str-to-bool-fix LLM:tests-memory-additional-cleanup LLM:tests-memory-cleanup LLM:ci-test-huggingface-hub-v0.22.0.rc0 LLM:add-no-lora-image LLM:v0.27.2-patch LLM:v0.27.1-patch LLM:token-drop LLM:controlnet-test-fixes LLM:v0.27.0-release LLM:support-other-single-unets LLM:test-fix-upscale LLM:convert-cascade-lite LLM:test-fix-vae-single-file-config LLM:cascade-fix LLM:single-file-additional-components LLM:fix/transformers2d-config LLM:fix-vae-tiling-generator-issue LLM:stable-cascade-dtype LLM:fix/single-file-playground LLM:stable-cascade-upcasting LLM:export-vid-fix LLM:support-single-file-from-from_pretrained LLM:doctest LLM:onnx-cuda-test-update LLM:test-runner-updates LLM:test-fetcher-fixes LLM:test-runner-update LLM:v0.26.0-release LLM:ci-test-huggingface-hub-v0.21.0.rc0 LLM:single-file-test-updates LLM:move-to-uv LLM:dance-diffusion-download LLM:xformers-tests-fix LLM:single-file-dtype-fix LLM:animatelcm-doc-images LLM:animatelcm-docs LLM:unet-config-fix LLM:single-file-controlnet LLM:fix-part-tests LLM:fix-motion-module-convert LLM:unet-refactor LLM:convert-animate-lcm LLM:rename-attn-2dunet-proporal2 LLM:rename-attn-2dunet LLM:rename-attn-2d LLM:controlnet-single-file-mixin LLM:v0.26.3-patch LLM:fix-sdxl-adapter-test LLM:ipadapter-test-fixes LLM:single-file-vae LLM:pin-torch LLM:pixart-tests LLM:post_release_0260 LLM:lora-old-backend 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4 Commits
flux2-modu ... cache-docs

Author SHA1 Message Date
Sayak Paul
d76b744ac3 Merge branch 'main' into cache-docs-fixes 2025-11-26 15:22:39 +05:30
Sayak Paul
b26867b628 Merge branch 'main' into cache-docs-fixes 2025-11-20 10:06:19 +05:30
Sayak Paul
e3f441648c Update docs/source/en/optimization/cache.md 
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-11-20 10:00:46 +05:30
sayakpaul
c6cfc5ce1d polish caching docs. 2025-11-19 08:40:28 +05:30
3 changed files with 9 additions and 3 deletions
Expand all files Collapse all files

2
docs/source/en/api/cache.md
View File

@@ -29,7 +29,7 @@ Cache methods speedup diffusion transformers by storing and reusing intermediate
[[autodoc]] apply_faster_cache
### FirstBlockCacheConfig
## FirstBlockCacheConfig
[[autodoc]] FirstBlockCacheConfig

6
docs/source/en/optimization/cache.md
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@@ -66,4 +66,8 @@ config = FasterCacheConfig(
tensor_format="BFCHW",
)
pipeline.transformer.enable_cache(config)
```
```
## FirstBlockCache
[FirstBlock Cache](https://huggingface.co/docs/diffusers/main/en/api/cache#diffusers.FirstBlockCacheConfig) builds on the ideas of [TeaCache](https://huggingface.co/papers/2411.19108). It is much simpler to implement generically for a wide range of models and has been integrated first for experimental purposes.

4
src/diffusers/models/cache_utils.py
View File

@@ -41,9 +41,11 @@ class CacheMixin:
Enable caching techniques on the model.
Args:
config (`Union[PyramidAttentionBroadcastConfig]`):
config (`Union[PyramidAttentionBroadcastConfig, FasterCacheConfig, FirstBlockCacheConfig]`):
The configuration for applying the caching technique. Currently supported caching techniques are:
- [`~hooks.PyramidAttentionBroadcastConfig`]
- [`~hooks.FasterCacheConfig`]
- [`~hooks.FirstBlockCacheConfig`]
Example: