0.12.1(Stable acceleration of SD and SVD for production environment)

SOTA performance update for SDXL and SVD

https://github.com/siliconflow/onediff/tree/main?tab=readme-ov-file#state-of-the-art-performance

Fully support dynamic resolution run of SD and SVD

https://github.com/siliconflow/onediff/blob/55627d50157d4a0c4b484ba76b088c90f39179ff/onediff_diffusers_extensions/examples/text_to_image_sdxl.py#L96

Compile/Save/Load pipeline for HF diffusers

https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions#compile-save-and-load-pipeline

Fast LoRA loading and switching for HF diffusers

https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions#fast-lora-loading-and-switching

Accelerate InstantID

https://github.com/siliconflow/onediff/blob/main/benchmarks/instant_id.py
https://github.com/siliconflow/onediff/tree/main/onediff_comfy_nodes#instantid

Accelerate SDXL lightning

https://github.com/siliconflow/onediff/blob/main/onediff_diffusers_extensions/examples/text_to_image_sdxl_light.py

Reuse compiled components between pipelines

https://github.com/siliconflow/onediff/blob/main/onediff_diffusers_extensions/examples/reuse_compiled_pipeline_components.py

Compatible with HF diffisers 0.26

SD Webui support img2img

Change log

• Official LoRA compatible with OneDiff by @marigoold in #507
• use dict.setdefault in oneflow_compile by @marigoold in #515
• fix compilation failure of resnet50 and faster_rcnn by @haoyang9804 in #491
• Add SILICON_ONEDIFF_LICENSE_KEY by @jackalcooper in #519
• Dev quant tools and fix graph file management by @ccssu in #495
• refine document of setup by @doombeaker in #522
• replace reshape by flatten and unflatten to speedup svd by @hjchen2 in #516
• graph load fix by @strint in #525
• compile vae decoder to avoid oneflow module to while upcasting vae by @hjchen2 in #526
• Debug Comfy in CI by @jackalcooper in #521
• simplify test by @strint in #529
• Enable docker hub cache by @jackalcooper in #532
• Add links for NA/EU by @jackalcooper in #542
• Reorder links by @jackalcooper in #544
• support_deepcache_svd_pipeline by @clackhan in #514
• view comfyui log by @doombeaker in #534
• Documents for OneDiff Enterprise by @doombeaker in #545
• fix adpater id argument by @doombeaker in #478
• Dev optimize svd by @chengzeyi in #533
• fix bug of _torch_module_to_with_check using oneflow args by @marigoold in #548
• transform diffusers AttnProcessor by @hjchen2 in #550
• update readme by @doombeaker in #553
• Update hf sd1.5 model url by @doombeaker in #554
• rm dynamo by @hjchen2 in #558
• Fix Quantitative Execution in sd_webui by @ccssu in #517
• Publish onediff on pypi automatically by @jackalcooper in #560
• add sd-webui api doc and script by @marigoold in #559
• Fix ControlNet Usage by @ccssu in #561
• align dynamic param with torch by @strint in #537
• update readme by @doombeaker in #562
• Add community version controlnet performance testing by @ccssu in #557
• [diffusers] support dynamic batch size by @hjchen2 in #552
• Enable dynamic for comfy by @strint in #535
• fix ControlLora usage by @ccssu in #565
• add ci for deepcache and int8 by @doombeaker in #556
• Enable MLIR logging flags in CI by @jackalcooper in #568
• speedup node create mixed modelpatcher by @marigoold in #472
• Support YGemm by @chengzeyi in #563
• Support SVD dynamic shape[feat] by @lixiang007666 in #564
• add cached load_lora_weight by @marigoold in #524
• support custom svd by @strint in #536
• make diffusers_extensions.utils a package by @isidentical in #579
• [Fix] dynamic switch for uncommon resolutions by @lixiang007666 in #573
• Fix typo in README.md by @jackalcooper in #583
• fix_multi_resolutions_bug by @clackhan in #578
• add graph cache key by @ccssu in #576
• [perf] Remove redundant reshape op by @lixiang007666 in #586
• Modify readme ee for svd by @lixiang007666 in #588
• implement compile_pipe and oneflow_compiler_config by @chengzeyi in #584
• add quant_unet by @ccssu in #592
• Fix Check Failed Error by @ccssu in #585
• rename_diffusers_extension_to_onediffx by @clackhan in #593
• Update onediffx README.md by @strint in #596
• fix env var by @chengzeyi in #598
• Dev support instant id by @chengzeyi in #597
• Update setup.py by @lixiang007666 in #606
• Refactor dualmodule._modules by @marigoold in #604
• add repr of dualmodule by @marigoold in #610
• Update enterprise readme for comfy svd by @lixiang007666 in #608
• [feat] SVD dynamic shape for comfyui by @lixiang007666 in #600
• Fix svd for comfy by @lixiang007666 in #611
• add attention_allow_quantization option by @chengzeyi in #612
• Diffusers ext LoRA support text encoder by @marigoold in #587
• reduce transpose operations to speedup by @hjchen2 in #589
• use EulerAncestralDiscreteScheduler for instant_id and text_to_image by @chengzeyi in #623
• Fix duplicate compilation by @ccssu in #622
• point DualModule buffers and params to torch_module by @marigoold in #617
• fix_readme by @clackhan in #625
• Supporting obj is not an object. by @ccssu in #621
• fix bug of dual module (setattr, and compatible with DualModule input) by @marigoold in #613
• Black config by @strint in #627
• Fix typo installing onediff_diffusers_extensions by @jackalcooper in #632
• fix compatibility with peft and diffusers 0.26.1 by @chengzeyi in #626
• diffusers tests run with vm by @strint in #634
• update readme with news by @strint in #638
• Fix svd deepcache dynamic shape by @lixiang007666 in #635
• support save graph which has dataclass output and add reverse_proxy_class by @strint in #633
• Refine SVD test example by @lixiang007666 in #639
• remove sdxl turbo custom scheduler to refine quality by @doombeaker in #614
• Run turbo in examples by @jackalcooper in #637
• Revert "Run turbo in examples" by @jackalcooper in #640
• fix no module named 'onediffx.utils' error by @chengzeyi in #624
• fix diffusers>=0.26 compatibility for deepcache/onediffx by @isidentical in #641
• [Fix] deepcache uncommon resolution base by @lixiang007666 in #620
• mv examples to diffusers extension by @strint in #643
• Enhance debug of transform error by @strint in #645
• Reuse compiled components betwent pipelines by @strint in #644
• refine log by @strint in #646
• add quant dual gemm config and quant pipeline by @hjchen2 in #651
• update readme, recommend install from source if use plugin by @marigoold in #652
• CI for LoRA by @marigoold in #595
• sd-webui support img2img by @marigoold in #655
• fix printout by @ccssu in #658
• compatible_with_diffisers_0.26 by @clackhan in #662
• Remove ONEFLOW_RUN_GRAPH_BY_VM in comfy docker compose by @jackalcooper in #661
• compatible for sdxl lightning by @clackhan in #664
• sd-webui support sgm UNet by @marigoold in #668
• Update workflow for lightning by @jackalcooper in #670
• Update README_ENTERPRISE.md by @ccssu in #672
• add_comfyui_save_graph_dir_variable by @ccssu in #673
• Fix ee check by @strint in #676
• cache_sdxl_linghtning_pipe by @clackhan in #677
• fix: proper loading from remote code by @isidentical in #679
• Update diffusers version to latested by @strint in #681
• update perf data by @strint in #686
• Publish onediffx on PyPI regularly by @jackalcooper in #687
• Also install onediffx in docker image by @jackalcooper in #689
• fix ci error by @ccssu in #688
• Use diffusers.EulerDiscreteScheduler as onediff's implementation by @jackalcooper in #692
• Update readme by @clackhan in #680
• Add OneDiff for InstantID ComfyUI by @ccssu in #693
• refactor onediffx.lora by @marigoold in #656
• update readme for v0121 by @strint in #694
• fix_svd_resolution_error by @ccssu in #690

New Contributors

• @isidentical made their first contribution in #579

Full Changelog: 0.12.0...0.12.1