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base: LLM:v0.32.2-patch
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LLM:main LLM:wan-mako LLM:flux2-modular LLM:migrate-lora-pytest LLM:enable-cp-kernels LLM:progress-bar-dist LLM:distibuted-cp-docs LLM:device-map-direct LLM:edit-pypi-publish LLM:v0.36.0-post LLM:v0.36.0-release LLM:qwen-pipeline-mixin LLM:custom-modular-tests LLM:yiyi-refactor-sana-cache LLM:kandinsky-docs-update LLM:disable-mmap-pipeline LLM:toilaluan-feat-taylorseer LLM:ci-test-huggingface-hub-v1.2.0.rc0-release LLM:sdxl-vae-fix LLM:prompt-isolation-tests-qwen LLM:hunyuanvideo15-tests 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: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
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compare: LLM:fix-svd-docs
Branches Tags
LLM:main LLM:wan-mako LLM:flux2-modular LLM:migrate-lora-pytest LLM:enable-cp-kernels LLM:progress-bar-dist LLM:distibuted-cp-docs LLM:device-map-direct LLM:edit-pypi-publish LLM:v0.36.0-post LLM:v0.36.0-release LLM:qwen-pipeline-mixin LLM:custom-modular-tests LLM:yiyi-refactor-sana-cache LLM:kandinsky-docs-update LLM:disable-mmap-pipeline LLM:toilaluan-feat-taylorseer LLM:ci-test-huggingface-hub-v1.2.0.rc0-release LLM:sdxl-vae-fix LLM:prompt-isolation-tests-qwen LLM:hunyuanvideo15-tests 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: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 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1 Commits
v0.32.2-pa ... fix-svd-do

Author SHA1 Message Date
sayakpaul
6bc78b3902 fix: video rendering on svd. 2023-12-26 09:36:16 +05:30
1 changed files with 8 additions and 5 deletions
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13
docs/source/en/using-diffusers/svd.md
View File

@@ -44,7 +44,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained(
pipe.enable_model_cpu_offload() pipe.enable_model_cpu_offload()
# Load the conditioning image # Load the conditioning image
image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png?download=true") image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png")
image = image.resize((1024, 576)) image = image.resize((1024, 576))
generator = torch.manual_seed(42) generator = torch.manual_seed(42)
@@ -58,6 +58,11 @@ export_to_video(frames, "generated.mp4", fps=7)
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4" type="video/mp4" /> <source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated.mp4" type="video/mp4" />
</video> </video>
| **Source Image** | **Video** |
|:------------:|:-----:|
| ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png) | ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/output_rocket.gif) |
<Tip> <Tip>
Since generating videos is more memory intensive we can use the `decode_chunk_size` argument to control how many frames are decoded at once. This will reduce the memory usage. It's recommended to tweak this value based on your GPU memory. Since generating videos is more memory intensive we can use the `decode_chunk_size` argument to control how many frames are decoded at once. This will reduce the memory usage. It's recommended to tweak this value based on your GPU memory.
Setting `decode_chunk_size=1` will decode one frame at a time and will use the least amount of memory but the video might have some flickering. Setting `decode_chunk_size=1` will decode one frame at a time and will use the least amount of memory but the video might have some flickering.
@@ -120,7 +125,7 @@ pipe = StableVideoDiffusionPipeline.from_pretrained(
pipe.enable_model_cpu_offload() pipe.enable_model_cpu_offload()
# Load the conditioning image # Load the conditioning image
image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png?download=true") image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket.png")
image = image.resize((1024, 576)) image = image.resize((1024, 576))
generator = torch.manual_seed(42) generator = torch.manual_seed(42)
@@ -128,7 +133,5 @@ frames = pipe(image, decode_chunk_size=8, generator=generator, motion_bucket_id=
export_to_video(frames, "generated.mp4", fps=7) export_to_video(frames, "generated.mp4", fps=7)
``` ```
<video width="1024" height="576" controls> ![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/output_rocket_with_conditions.gif)
<source src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/svd/rocket_generated_motion.mp4" type="video/mp4">
</video>