siliconflow/onediff 1.0.0

1.0.0

Repository: siliconflow/onediff

Tag: 1.0.0

Published: 2024-04-13T11:24:54Z

Prerelease: no

Release notes:

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
• 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…