1.2.0(SD3, Latte and Kolors acceleratoin)

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 #888
• @sirouk made their first contribution in #1036
• @sh-tsai made their first contribution in #1038

What's Changed

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

Full Changelog: 1.1.0...1.2.0