Onediff

Hightlight
- DiT model acceleratoin
- SD3: https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions/examples/sd3
- DiT Video Model (Latte): https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions/examples/latte
- Kolors
- https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions/examples/kolors
- nexfort backend support SD 1.5~2.1 models
- HF diffusers https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions/examples
- ComfyUI https://github.com/siliconflow/onediff/tree/main/onediff_comfy_nodes/docs
- ~Distributed Run~
- This is moved to the next version

Reference: 1.2 milestone. https://github.com/siliconflow/onediff/milestone/5

New Contributors
* rewbs made their first contribution in https://github.com/siliconflow/onediff/pull/888
* sirouk made their first contribution in https://github.com/siliconflow/onediff/pull/1036
* sh-tsai made their first contribution in https://github.com/siliconflow/onediff/pull/1038

What's Changed
* Modify mode for dynamic shape in README by lixiang007666 in https://github.com/siliconflow/onediff/pull/943
* Dev nodes nexfort booster by ccssu in https://github.com/siliconflow/onediff/pull/911
* Support diffusers sd3 speedup by lixiang007666 in https://github.com/siliconflow/onediff/pull/945
* Support comfyui sd3 speedup by ccssu in https://github.com/siliconflow/onediff/pull/946
* sd-webui refactor, and support refiner model by marigoold in https://github.com/siliconflow/onediff/pull/930
* Add dynamic shape demo for diffusers sd3 by lixiang007666 in https://github.com/siliconflow/onediff/pull/953
* Add prompt_styler by ccssu in https://github.com/siliconflow/onediff/pull/959
* Fix Lora switching by ccssu in https://github.com/siliconflow/onediff/pull/967
* remove oudated args for load_checkpoint by doombeaker in https://github.com/siliconflow/onediff/pull/962
* webui support controlnet extension by marigoold in https://github.com/siliconflow/onediff/pull/948
* webui supports nexfort backend and refactor compile related code by marigoold in https://github.com/siliconflow/onediff/pull/966
* Refine diffusers SD3 by lixiang007666 in https://github.com/siliconflow/onediff/pull/972
* Fix onediff_comfy_nodes/sd3_demo/README.md by ccssu in https://github.com/siliconflow/onediff/pull/949
* add onediff_comfy_nodes/benchmarks by ccssu in https://github.com/siliconflow/onediff/pull/956
* webui remove `import oneflow` for nexfort backend by marigoold in https://github.com/siliconflow/onediff/pull/973
* fix bug of webui controlnet arbitrary resolution by marigoold in https://github.com/siliconflow/onediff/pull/982
* Update SD3 performance by lixiang007666 in https://github.com/siliconflow/onediff/pull/991
* Support latte by clackhan in https://github.com/siliconflow/onediff/pull/964
* webui fix bug of AttrError shared.opt.onediff_compiler_cache_path by marigoold in https://github.com/siliconflow/onediff/pull/989
* Refine pixart readme for sigma support by lixiang007666 in https://github.com/siliconflow/onediff/pull/986
* Auto-Sync Graph Tensor on Weight Update by ccssu in https://github.com/siliconflow/onediff/pull/1000
* Don't suppress OneDiff logging if client code has already defined handlers in parent logger by rewbs in https://github.com/siliconflow/onediff/pull/888
* Fix load pipe by ccssu in https://github.com/siliconflow/onediff/pull/1005
* to_support_animatediff by lijunliangTG in https://github.com/siliconflow/onediff/pull/1009
* add diffusers nexfort example by marigoold in https://github.com/siliconflow/onediff/pull/998
* Sd3 a100 by strint in https://github.com/siliconflow/onediff/pull/1013
* fix latte max mem used by strint in https://github.com/siliconflow/onediff/pull/1019
* Fix onediff comfy nodes docs by ccssu in https://github.com/siliconflow/onediff/pull/988
* Feat pre commit lint by strint in https://github.com/siliconflow/onediff/pull/1024
* fix Dynamic Indexing and Assignment Operations Fail in Static Graph Mode by lijunliangTG in https://github.com/siliconflow/onediff/pull/1020
* Add kolors compile by lixiang007666 in https://github.com/siliconflow/onediff/pull/1007
* [minor-fix] Update booster_cache.py to import utility by sirouk in https://github.com/siliconflow/onediff/pull/1036
* support diffusers v0.29 by marigoold in https://github.com/siliconflow/onediff/pull/1037
* Ci with pre commit by strint in https://github.com/siliconflow/onediff/pull/1040
* add template for issue by strint in https://github.com/siliconflow/onediff/pull/1042
* Feat collect env by strint in https://github.com/siliconflow/onediff/pull/1044
* Improve experience of running CI via a fork repo by sh-tsai in https://github.com/siliconflow/onediff/pull/1038
* [hot fix]version with scm by strint in https://github.com/siliconflow/onediff/pull/1045
* fix pub version by strint in https://github.com/siliconflow/onediff/pull/1047
* Add citation file by jackalcooper in https://github.com/siliconflow/onediff/pull/1050
* fix git shallow copy by strint in https://github.com/siliconflow/onediff/pull/1049
* Add bibtex in README by jackalcooper in https://github.com/siliconflow/onediff/pull/1051

**Full Changelog**: https://github.com/siliconflow/onediff/compare/1.1.0...1.2.0

Hightlight
- Acceleration of DiT model (with Pixart alpha as example): https://github.com/siliconflow/onediff/tree/main/onediff_diffusers_extensions/examples/pixart_alpha
- nexfort( a lightweight compiler backend for DiT models): https://github.com/siliconflow/onediff/tree/main/src/onediff/infer_compiler/backends/nexfort

What's Changed
* add user enterprise key guide by lijunliangTG in https://github.com/siliconflow/onediff/pull/819
* Refining the Deversus Quantization Documentation by lijunliangTG in https://github.com/siliconflow/onediff/pull/802
* Fixed minor error in README.md by iamrohitanshu in https://github.com/siliconflow/onediff/pull/823
* update sd-webui doc and api_example by marigoold in https://github.com/siliconflow/onediff/pull/712
* ComfyUI online quantitative usage documentation in wiki by fmk345 in https://github.com/siliconflow/onediff/pull/809
* onediffx add get_active_adapters, and related unittest by marigoold in https://github.com/siliconflow/onediff/pull/833
* fix bug in webui when switching from quantized to non-quantized by marigoold in https://github.com/siliconflow/onediff/pull/830
* onediffx supports lycoris by marigoold in https://github.com/siliconflow/onediff/pull/817
* Refine SVD diffusers example for graph save/load by lixiang007666 in https://github.com/siliconflow/onediff/pull/836
* Add Apache 2.0 LICENSE by strint in https://github.com/siliconflow/onediff/pull/842
* Update README.md file by lijunliangTG in https://github.com/siliconflow/onediff/pull/846
* Support 8x dimensions by hijacking cat in webui by nono-Sang in https://github.com/siliconflow/onediff/pull/847
* Update onediff/onediff_comfy_nodes/README.md by ccssu in https://github.com/siliconflow/onediff/pull/853
* fix removeprefix for python 3.8 by nono-Sang in https://github.com/siliconflow/onediff/pull/856
* fix bug of always recompile in enterprise by marigoold in https://github.com/siliconflow/onediff/pull/858
* [Fix] diffusers enterprise example seed by lixiang007666 in https://github.com/siliconflow/onediff/pull/860
* Fix grammar in README by jackalcooper in https://github.com/siliconflow/onediff/pull/803
* Refine README details by jackalcooper in https://github.com/siliconflow/onediff/pull/862
* Dev ipa+isntantid by ccssu in https://github.com/siliconflow/onediff/pull/814
* fix error caused by interpolate by nono-Sang in https://github.com/siliconflow/onediff/pull/863
* add ONEFLOW_CONV2D_KERNEL_ENABLE_TUNING_WARMUP Environment variable by lijunliangTG in https://github.com/siliconflow/onediff/pull/871
* Fix IPAdapter save load graph by ccssu in https://github.com/siliconflow/onediff/pull/872
* define removesuffix in webui for python38 compatible by marigoold in https://github.com/siliconflow/onediff/pull/874
* webui support save/load graph, refine UI by marigoold in https://github.com/siliconflow/onediff/pull/825
* api for new backend by hjchen2 in https://github.com/siliconflow/onediff/pull/794
* Version 1.1.0.dev1 by jackalcooper in https://github.com/siliconflow/onediff/pull/876
* Fix Ci Error by ccssu in https://github.com/siliconflow/onediff/pull/875
* Refine manual seed by lixiang007666 in https://github.com/siliconflow/onediff/pull/877
* Fix bug for torch2oflow demo test by nono-Sang in https://github.com/siliconflow/onediff/pull/878
* Upgrade ipa support by ccssu in https://github.com/siliconflow/onediff/pull/879
* fix bug of onediff.infer_compiler.register by marigoold in https://github.com/siliconflow/onediff/pull/885
* Fix ipa weight update by ccssu in https://github.com/siliconflow/onediff/pull/891
* add nexfort and pixart alpha by strint in https://github.com/siliconflow/onediff/pull/882
* Add throughput for benchmark by lixiang007666 in https://github.com/siliconflow/onediff/pull/894
* Pixart performance data by strint in https://github.com/siliconflow/onediff/pull/902
* Modify after Cancelling Quantitative Model by ccssu in https://github.com/siliconflow/onediff/pull/897
* Fix Ci Test by ccssu in https://github.com/siliconflow/onediff/pull/905
* Separate compile backend config by strint in https://github.com/siliconflow/onediff/pull/909
* Add CI for Stable Diffusion web UI by marigoold in https://github.com/siliconflow/onediff/pull/826
* webui extension refine and add close button for hint message by marigoold in https://github.com/siliconflow/onediff/pull/908
* rename cache by strint in https://github.com/siliconflow/onediff/pull/898
* renew readme in comfy by lijunliangTG in https://github.com/siliconflow/onediff/pull/883
* Add nexfort cache docstr by lixiang007666 in https://github.com/siliconflow/onediff/pull/917
* fix unet graph file cache by ccssu in https://github.com/siliconflow/onediff/pull/887
* refactor test_lora by marigoold in https://github.com/siliconflow/onediff/pull/821
* [fix bug] OneDiffX `load_and_fuse_lora` when `lora_scale == 0` makes w_up to allzeros by marigoold in https://github.com/siliconflow/onediff/pull/926
* add sd-webui CI Test SSIM by lijunliangTG in https://github.com/siliconflow/onediff/pull/915
* remove extra generate lines by lijunliangTG in https://github.com/siliconflow/onediff/pull/932
* Fix IPAdapter Style & Composition SDXL Support by ccssu in https://github.com/siliconflow/onediff/pull/927
* Avoid installing both oneflow and nextforce by ccssu in https://github.com/siliconflow/onediff/pull/938
* Add nexfort backend quant and docstr by lixiang007666 in https://github.com/siliconflow/onediff/pull/919
* Add nexfort dynamic shape for pixart by lixiang007666 in https://github.com/siliconflow/onediff/pull/931
* Update README.md for nexfort pixart by lixiang007666 in https://github.com/siliconflow/onediff/pull/939
* Update text_to_image.py args default value by lixiang007666 in https://github.com/siliconflow/onediff/pull/940

New Contributors
* iamrohitanshu made their first contribution in https://github.com/siliconflow/onediff/pull/823
* fmk345 made their first contribution in https://github.com/siliconflow/onediff/pull/809
* nono-Sang made their first contribution in https://github.com/siliconflow/onediff/pull/847

**Full Changelog**: https://github.com/siliconflow/onediff/compare/1.0.0...1.1.0

- New Features
- Quantize tools for enterprise edition
- https://github.com/siliconflow/onediff/tree/main/src/onediff/quantization
- https://github.com/siliconflow/onediff/blob/main/README_ENTERPRISE.md#onediff-enterprise
- SD-WebUI supports offline quantized model
- OneDiff Quality Evaluation
- https://github.com/siliconflow/OneDiffGenMetrics
- Reuse compiled graph
- https://github.com/siliconflow/onediff/issues/581
- https://github.com/siliconflow/onediff/tree/main/onediff_sd_webui_extensions#fast-model-switching
- reuse graph with constant folding enabled https://github.com/siliconflow/onediff/pull/782
- Refine support for Playground v2.5
- https://github.com/siliconflow/onediff/issues/703
- support ComfyUI-AnimateDiff-Evolved
- https://github.com/siliconflow/onediff/pull/575
- https://github.com/siliconflow/onediff/tree/main/onediff_comfy_nodes/modules/oneflow/hijack_animatediff
- support ComfyUI_IPAdapter_plus
- https://github.com/siliconflow/onediff/tree/main/onediff_comfy_nodes/modules/oneflow/hijack_ipadapter_plus
- support stable cascade
- https://github.com/siliconflow/onediff/pull/659
- Improvements
- Improve performance of VAE
- https://github.com/siliconflow/onediff/issues/667
- Bug fixes
- Fix graph save/load
- Fix cuda memory usage on cuda 0 when run on other device
- Fix the quality problem
- many others bugs/issues from the community are fixed: https://github.com/siliconflow/onediff/milestone/2?closed=1
- Documentation
- Add more intro about onediff: https://github.com/siliconflow/onediff?tab=readme-ov-file#about-onediff

What's Changed
* Add -U in code blocks of installation using aliyun index link by jackalcooper in https://github.com/siliconflow/onediff/pull/699
* Fix black images issues with v2.1 by doombeaker in https://github.com/siliconflow/onediff/pull/701
* enterprise doc add sdwebui by marigoold in https://github.com/siliconflow/onediff/pull/705
* Dev quantize pipeline by hjchen2 in https://github.com/siliconflow/onediff/pull/704
* fix quantize pipeline by hjchen2 in https://github.com/siliconflow/onediff/pull/706
* update script of webui in enterprise doc by marigoold in https://github.com/siliconflow/onediff/pull/709
* add quantize tools for diffusers by hjchen2 in https://github.com/siliconflow/onediff/pull/710
* QuantPipeline support from_single_file by marigoold in https://github.com/siliconflow/onediff/pull/711
* Fix graph save by doombeaker in https://github.com/siliconflow/onediff/pull/702
* support stable cascade by chengzeyi in https://github.com/siliconflow/onediff/pull/659
* Allow image_only_indicator to be None (comfy) by lixiang007666 in https://github.com/siliconflow/onediff/pull/720
* open_conv_bias_add_act_fusion_default by clackhan in https://github.com/siliconflow/onediff/pull/721
* fix ci error by ccssu in https://github.com/siliconflow/onediff/pull/729
* [Fix] black images issues with diffusers SD2.1 by lixiang007666 in https://github.com/siliconflow/onediff/pull/725
* [feat] Add SVD1.1 example by lixiang007666 in https://github.com/siliconflow/onediff/pull/726
* doc for rsd to by strint in https://github.com/siliconflow/onediff/pull/713
* SD-WebUI supports offline quantized model by marigoold in https://github.com/siliconflow/onediff/pull/718
* Refactor onediffx deepcache by clackhan in https://github.com/siliconflow/onediff/pull/733
* fix pipeline save load by strint in https://github.com/siliconflow/onediff/pull/734
* fix_sdxl_light_test_scrip by clackhan in https://github.com/siliconflow/onediff/pull/735
* use diffusers' builtin instant id by chengzeyi in https://github.com/siliconflow/onediff/pull/738
* fix upcast_vae by hjchen2 in https://github.com/siliconflow/onediff/pull/741
* fix import error by ccssu in https://github.com/siliconflow/onediff/pull/746
* onediffx.lora supports diffusers>=0.19.3 by marigoold in https://github.com/siliconflow/onediff/pull/740
* sd-webui supports reuse compiled graph by marigoold in https://github.com/siliconflow/onediff/pull/742
* import torch first by strint in https://github.com/siliconflow/onediff/pull/751
* support ComfyUI-AnimateDiff-Evolved by ccssu in https://github.com/siliconflow/onediff/pull/575
* Reuse pipe by strint in https://github.com/siliconflow/onediff/pull/647
* fix_multi_resulotion_error by clackhan in https://github.com/siliconflow/onediff/pull/754
* refine_spatio_temporal_oflow by clackhan in https://github.com/siliconflow/onediff/pull/755
* sd-webui override send_model_to_cpu by marigoold in https://github.com/siliconflow/onediff/pull/758
* remove reuse pipe ci test by marigoold in https://github.com/siliconflow/onediff/pull/759
* [add] deep-cache test by ccssu in https://github.com/siliconflow/onediff/pull/739
* refine readme by doombeaker in https://github.com/siliconflow/onediff/pull/768
* fix_cuda0_mem_usage_error by clackhan in https://github.com/siliconflow/onediff/pull/770
* fix bug of WebUI which quantization is always True by marigoold in https://github.com/siliconflow/onediff/pull/775
* Add SD 1.5 quant example for diffusers by lixiang007666 in https://github.com/siliconflow/onediff/pull/757
* Fix: Change ComfyUI-AnimateDiff-Evolved load to warning. by ccssu in https://github.com/siliconflow/onediff/pull/777
* Fix AttributeError in OneFlowDeepCacheSpeedUpModelPatcher by ccssu in https://github.com/siliconflow/onediff/pull/774
* fix ComfyUI_IPAdapter_plus use by ccssu in https://github.com/siliconflow/onediff/pull/732
* Fix Torch-to-OneFlow Transformation Time by ccssu in https://github.com/siliconflow/onediff/pull/786
* reuse graph with constant folding for sd webui by marigoold in https://github.com/siliconflow/onediff/pull/782
* refactor oneflow_compile to support multiple backends by hjchen2 in https://github.com/siliconflow/onediff/pull/787
* Fix redundant warning printing by ccssu in https://github.com/siliconflow/onediff/pull/788
* develop compile options and rm use_graph by hjchen2 in https://github.com/siliconflow/onediff/pull/791
* test_quantize_custom_model by ccssu in https://github.com/siliconflow/onediff/pull/756
* Imporve ENTERPRISE doc by lijunliangTG in https://github.com/siliconflow/onediff/pull/784
* Update quant ci examples by lijunliangTG in https://github.com/siliconflow/onediff/pull/792
* refactor graph reuse by marigoold in https://github.com/siliconflow/onediff/pull/790
* Dev refactor onediff comfy nodes by ccssu in https://github.com/siliconflow/onediff/pull/796
* fix bug in generate_constant_folding_info by marigoold in https://github.com/siliconflow/onediff/pull/811

New Contributors
* lijunliangTG made their first contribution in https://github.com/siliconflow/onediff/pull/784

**Full Changelog**: https://github.com/siliconflow/onediff/compare/0.12.1...1.0.0

SD Webui support img2img



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

New Contributors
* isidentical made their first contribution in https://github.com/siliconflow/onediff/pull/579

**Full Changelog**: https://github.com/siliconflow/onediff/compare/0.12.0...0.12.1

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