Custom node to convert the lantents between SDv1/SDXL/SD3/cascade/flux directly without the VAE decoding/encoding step.
https://github.com/city96/SD-Latent-Interposer
git clone https://github.com/city96/SD-Latent-Interposer
comfy node install sd-latent-interposer