ComfyUI_Patches

Fix Flux Kontext ReferenceLatent and ControlNet shape mismatch

### Summary Allows to use Flux ControlNet with Flux Kontext ReferenceLatent --- ### Description Currently there's a shape mismatch in the **[forward_orig](https://github.com/comfyanonymous/ComfyUI/blob/03895dea7c4a6cc93fa362cd11ca450217d74b13/comfy/ldm/flux/model.py#L160)** method due to conditioning concatentation for Flux Kontext....

fAIseh00d

please support Nvidia new model "Cosmos-Predict2 14b and 2B Text2Image model

rakib91221

Support for HiDream-I1

https://github.com/HiDream-ai/HiDream-I1

snowbedding

Does TeaCache and FirstBlockCache support applying on GGUF model ?

2

Does TeaCache and FirstBlockCache support applying on GGUF(https://github.com/city96/ComfyUI-GGUF) model with a little image quality drop? If yes, could anyone provide a comfyui workflow example ?

EmmaThompson123

WAN 2.1 I2V/T2V. I tested the rel L1 thresh values of 0.12, 0.25, and 0.3, but none of them could accelerate the process. However, setting FirstBlockCache to 0.1 can double the speed, but the quality drops significantly.

14

WAN 2.1 I2V/T2V. I tested the rel L1 thresh values of 0.12, 0.25, and 0.3, but none of them could accelerate the process. However, setting FirstBlockCache to 0.1 can double...

zaitaxiang2012