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update todo

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Signed-off-by: Vladimir Mandic <mandic00@live.com>
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Vladimir Mandic
2025-06-27 11:30:23 -04:00
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@@ -6,54 +6,61 @@ Main ToDo list can be found at [GitHub projects](https://github.com/users/vladma
## Future Candidates
### Features
### Complete Features
- Python 3.13 improved support
- Python==3.13 improved support
- Video: API support
- LoRA: add OMI support for SD35/FLUX.1
- LoRA: add OMI format support for SD35/FLUX.1
### Enhancements
### Under Consideration
- [IPAdapter negative guidance](https://github.com/huggingface/diffusers/discussions/7167)
- [IPAdapter composition](https://huggingface.co/ostris/ip-composition-adapter)
- [STG](https://github.com/huggingface/diffusers/blob/main/examples/community/README.md#spatiotemporal-skip-guidance)
- [LBM](https://github.com/gojasper/LBM)
- [SmoothCache](https://github.com/huggingface/diffusers/issues/11135)
- [MagCache](https://github.com/lllyasviel/FramePack/pull/673/files)
- [HiDream GGUF](https://github.com/huggingface/diffusers/pull/11550)
- [Diffusers guiders](https://github.com/huggingface/diffusers/pull/11311)
- [Nunchaku PulID](https://github.com/mit-han-lab/nunchaku/pull/274)
- [Pydantic changes](https://github.com/Cschlaefli/automatic)
- [Dream0 guidance](https://huggingface.co/ByteDance/DreamO)
- [S3Diff diffusion upscaler](https://github.com/ArcticHare105/S3Diff)
- [SUPIR upscaler](https://github.com/Fanghua-Yu/SUPIR)
- [S3Diff diffusion upscaler](https://github.com/ArcticHare105/S3Diff)
- [SUPIR upscaler](https://github.com/Fanghua-Yu/SUPIR)
### Models
### Monitoring
#### Ready
- [TensorRT](https://github.com/huggingface/diffusers/pull/11173)
### New models
#### Stable
- [Diffusers-0.34.0](https://github.com/huggingface/diffusers/releases/tag/v0.34.0)
- [WanAI-2.1 VACE](https://huggingface.co/Wan-AI/Wan2.1-VACE-14B)(https://github.com/huggingface/diffusers/pull/11582)
- [LTXVideo-0.9.7](https://github.com/Lightricks/LTX-Video?tab=readme-ov-file#diffusers-integration)(https://github.com/huggingface/diffusers/pull/11516)
- [Cosmos-Predict2](https://huggingface.co/nvidia/Cosmos-Predict2-2B-Video2World)(https://github.com/huggingface/diffusers/pull/11695)
- [Cosmos-Predict2-Video](https://huggingface.co/nvidia/Cosmos-Predict2-2B-Video2World)(https://github.com/huggingface/diffusers/pull/11695)
#### Pending
- [Magi](https://github.com/SandAI-org/MAGI-1)(https://github.com/huggingface/diffusers/pull/11713)
- [Magi](https://github.com/SandAI-org/MAGI-1)(https://github.com/huggingface/diffusers/pull/11713)
- [SEVA](https://github.com/huggingface/diffusers/pull/11440)
- [SkyReels-v2](https://github.com/SkyworkAI/SkyReels-V2)(https://github.com/huggingface/diffusers/pull/11518)
#### External:Unified
- [Bagel](https://huggingface.co/ByteDance-Seed/BAGEL-7B-MoT)(https://github.com/bytedance-seed/bagel)
- [OmniGen2](https://huggingface.co/OmniGen2/OmniGen2)
- [Ming](https://github.com/inclusionAI/Ming)
#### External:Image2Image
- [Step1X i2i](https://github.com/stepfun-ai/Step1X-Edit)
- [SD3 UltraEdit i2i](https://github.com/HaozheZhao/UltraEdit)
#### External:Unified/MultiModal
- [Bagel](https://huggingface.co/ByteDance-Seed/BAGEL-7B-MoT)(https://github.com/bytedance-seed/bagel)
- [OmniGen2](https://huggingface.co/OmniGen2/OmniGen2)
- [Ming](https://github.com/inclusionAI/Ming)
- [Liquid](https://github.com/FoundationVision/Liquid)
#### External:Image2Image/Editing
- [Step1X](https://github.com/stepfun-ai/Step1X-Edit)
- [SD3 UltraEdit](https://github.com/HaozheZhao/UltraEdit)
#### External:Video
- [AniSora t2v](https://github.com/bilibili/Index-anisora)
- [WAN2GP t2v](https://github.com/deepbeepmeep/Wan2GP)
- [SelfForcing t2v](https://github.com/guandeh17/Self-Forcing)
- [DiffusionForcing t2v](https://github.com/kwsong0113/diffusion-forcing-transformer)
- [LanDiff t2v](https://github.com/landiff/landiff)
- [HunyuanCustom x2v](https://github.com/Tencent-Hunyuan/HunyuanCustom)
- [WAN-CausVid t2v](https://huggingface.co/lightx2v/Wan2.1-T2V-14B-CausVid)
- [WAN-StepDistill t2v](https://huggingface.co/lightx2v/Wan2.1-T2V-14B-StepDistill-CfgDistill)
- [WAN2GP](https://github.com/deepbeepmeep/Wan2GP)
- [SelfForcing](https://github.com/guandeh17/Self-Forcing)
- [DiffusionForcing](https://github.com/kwsong0113/diffusion-forcing-transformer)
- [LanDiff](https://github.com/landiff/landiff)
- [HunyuanCustom](https://github.com/Tencent-Hunyuan/HunyuanCustom)
- [HunyuanAvatar](https://huggingface.co/tencent/HunyuanVideo-Avatar)
- [WAN-CausVid](https://huggingface.co/lightx2v/Wan2.1-T2V-14B-CausVid)
- [WAN-CausVid-Plus t2v](https://github.com/goatWu/CausVid-Plus/)
- [HunyuanAvatar i2v](https://huggingface.co/tencent/HunyuanVideo-Avatar)
- [WAN-StepDistill](https://huggingface.co/lightx2v/Wan2.1-T2V-14B-StepDistill-CfgDistill)
## Code TODO