1.0.0

OneDiff 1.0

OneDiff 1.0 is for Stable Diffusion and Stable Video Diffusion models(UNet/VAE/CLIP based) acceleration. We have got a lot of support/feedback from the community: https://github.com/siliconflow/onediff/wiki , big thanks!

The later version 2.0 will focus on DiT/Sora-like models.

OneDiff 1.0 's updates are mainly the issues in milestone 0.13

• 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
    • #581
    • https://github.com/siliconflow/onediff/tree/main/onediff_sd_webui_extensions#fast-model-switching
    • reuse graph with constant folding enabled #782
  • Refine support for Playground v2.5
    • #703
  • support ComfyUI-AnimateDiff-Evolved
    • #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
    • #659
• Improvements
  • Improve performance of VAE
    • #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 #699
• Fix black images issues with v2.1 by @doombeaker in #701
• enterprise doc add sdwebui by @marigoold in #705
• Dev quantize pipeline by @hjchen2 in #704
• fix quantize pipeline by @hjchen2 in #706
• update script of webui in enterprise doc by @marigoold in #709
• add quantize tools for diffusers by @hjchen2 in #710
• QuantPipeline support from_single_file by @marigoold in #711
• Fix graph save by @doombeaker in #702
• support stable cascade by @chengzeyi in #659
• Allow image_only_indicator to be None (comfy) by @lixiang007666 in #720
• open_conv_bias_add_act_fusion_default by @clackhan in #721
• fix ci error by @ccssu in #729
• [Fix] black images issues with diffusers SD2.1 by @lixiang007666 in #725
• [feat] Add SVD1.1 example by @lixiang007666 in #726
• doc for rsd to by @strint in #713
• SD-WebUI supports offline quantized model by @marigoold in #718
• Refactor onediffx deepcache by @clackhan in #733
• fix pipeline save load by @strint in #734
• fix_sdxl_light_test_scrip by @clackhan in #735
• use diffusers' builtin instant id by @chengzeyi in #738
• fix upcast_vae by @hjchen2 in #741
• fix import error by @ccssu in #746
• onediffx.lora supports diffusers>=0.19.3 by @marigoold in #740
• sd-webui supports reuse compiled graph by @marigoold in #742
• import torch first by @strint in #751
• support ComfyUI-AnimateDiff-Evolved by @ccssu in #575
• Reuse pipe by @strint in #647
• fix_multi_resulotion_error by @clackhan in #754
• refine_spatio_temporal_oflow by @clackhan in #755
• sd-webui override send_model_to_cpu by @marigoold in #758
• remove reuse pipe ci test by @marigoold in #759
• [add] deep-cache test by @ccssu in #739
• refine readme by @doombeaker in #768
• fix_cuda0_mem_usage_error by @clackhan in #770
• fix bug of WebUI which quantization is always True by @marigoold in #775
• Add SD 1.5 quant example for diffusers by @lixiang007666 in #757
• Fix: Change ComfyUI-AnimateDiff-Evolved load to warning. by @ccssu in #777
• Fix AttributeError in OneFlowDeepCacheSpeedUpModelPatcher by @ccssu in #774
• fix ComfyUI_IPAdapter_plus use by @ccssu in #732
• Fix Torch-to-OneFlow Transformation Time by @ccssu in #786
• reuse graph with constant folding for sd webui by @marigoold in #782
• refactor oneflow_compile to support multiple backends by @hjchen2 in #787
• Fix redundant warning printing by @ccssu in #788
• develop compile options and rm use_graph by @hjchen2 in #791
• test_quantize_custom_model by @ccssu in #756
• Imporve ENTERPRISE doc by @lijunliangTG in #784
• Update quant ci examples by @lijunliangTG in #792
• refactor graph reuse by @marigoold in #790
• Dev refactor onediff comfy nodes by @ccssu in #796
• fix bug in generate_constant_folding_info by @marigoold in #811

New Contributors

• @lijunliangTG made their first contribution in #784

Full Changelog: 0.12.1...1.0.0