Model/Framework Support Matrix

Currently, MindIE SD supports the vLLM Omni framework, Cache DiT framework, and Modelers community, among others. In theory, MindIE SD supports inference acceleration for any multimodal model. This page only lists the feature stacking status for our supported typical models.

Model Support

Model	vLLM Omni	Cache DiT + diffusers	Modelers
Stable Diffusion 1.5	No	No	Yes
Stable Diffusion 2.1	No	No	Yes
Stable Diffusion XL	No	No	Yes
Stable Diffusion XL_inpainting	No	No	Yes
Stable Diffusion XL_lighting	No	No	Yes
Stable Diffusion XL_controlnet	No	No	Yes
Stable Diffusion XL_prompt_weight	No	No	Yes
Stable Diffusion 3	No	No	Yes
Stable Video Diffusion	No	No	Yes
Stable Audio Open v1.0	No	No	Yes
OpenSora v1.2	No	No	Yes
OpenSoraPlan v1.2	No	No	Yes
OpenSoraPlan v1.3	No	No	Yes
CogView3-Plus-3B	No	No	Yes
CogVideoX-2B	No	No	Yes
CogVideoX-5B	No	No	Yes
HunyuanDit	No	No	Yes
HunyuanVideo	No	No	Yes
HunyuanVideo-1.5	No	No	Yes
Hunyuan3D-2.1	No	No	Yes
Wan2.1	No	No	Yes
Wan2.2	No	No	Yes
FLUX.1-dev	Yes	Yes	Yes
FLUX.2-dev	No	Yes	Yes
Qwen-Image	Yes	No	Yes
Qwen-Image-Edit	Yes	No	Yes
Qwen-Image-Edit-2509	Yes	No	Yes
Z-Image	No	No	Yes
Z-Image-Turbo	Yes	No	Yes

vLLM Omni Features and Model Performance

Model	Hardware	Cache	Parallelism	Sparse FA	Quantization	Fused Ops
FLUX.1-dev	Atlas 800I A2 Server	Yes	Yes	No	Yes	Yes
Qwen-Image	Atlas 800I A2 Server	Yes	Yes	No	No	Yes
Qwen-Image-Edit	Atlas 800I A2 Server	Yes	Yes	No	No	Yes
Qwen-Image-Edit-2509	Atlas 800I A2 Server	Yes	Yes	No	No	Yes
Z-Image-Turbo	Atlas 800I A2 Server	Yes	No	No	No	Yes

Note: Atlas 800I A2 servers default to 313T compute and 64 GB memory.

Cache DiT + diffusers Features and Model Performance

Model	Hardware	Cache	Parallelism	Sparse FA	Quantization	Fused Ops
FLUX.1-dev	Atlas 800I A2 Server	Yes	Yes	No	Yes	Yes
FLUX.2-dev	Atlas 800I A2 Server	No	Yes	No	No	Yes

Modelers Community Feature Stacking and Model Performance

Model	Hardware	Cache	Parallelism	Sparse FA	Quantization	Fused Ops	Notes
Stable Diffusion 1.5	Atlas 800I A2 Server / Atlas 300I DUO Inference Card	Yes	Yes	No	No	Yes	N/A
Stable Diffusion 2.1	Atlas 800I A2 Server / Atlas 300I DUO Inference Card	Yes	Yes	No	No	Yes	N/A
Stable Diffusion XL	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server / Atlas 300I DUO Inference Card	Yes	Yes	No	No	Yes	N/A
Stable Diffusion XL_inpainting	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	No	No	No	Yes	Feature enabled
Stable Diffusion XL_lighting	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	No	No	No	Yes	Feature enabled
Stable Diffusion XL_controlnet	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	No	No	No	Yes	Feature enabled
Stable Diffusion XL_prompt_weight	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	No	No	No	Yes	Feature enabled
Stable Diffusion 3	Atlas 800I A2 Server / Atlas 300I DUO Inference Card	Yes	Yes	No	No	Yes	N/A
Stable Video Diffusion	Atlas 800I A2 Server	Yes	Yes	No	No	Yes	N/A
Stable Audio Open v1.0	Atlas 800I A2 Server / Atlas 300I DUO Inference Card	Yes	No	No	No	Yes	N/A
OpenSora v1.2	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	No	Yes	N/A
OpenSoraPlan v1.2	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	No	Yes	N/A
OpenSoraPlan v1.3	Atlas 800I A2 Server	Yes	Yes	No	No	Yes	N/A
CogView3-Plus-3B	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	No	Yes	N/A
CogVideoX-2B	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	No	Yes	N/A
CogVideoX-5B	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	No	Yes	N/A
FLUX.1-dev	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
FLUX.2-dev	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
HunyuanDit	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	No	No	No	Yes	N/A
HunyuanVideo	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
HunyuanVideo-1.5	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	Yes	Yes	Yes	N/A
Hunyuan3D-2.1	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
Wan2.1	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	Yes	Yes	Yes	N/A
Wan2.2	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	Yes	Yes	Yes	N/A
Qwen-Image	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
Qwen-Image-Edit	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
Qwen-Image-Edit-2509	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	Yes	Yes	No	Yes	Yes	N/A
Z-Image	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	No	No	No	No	No	N/A
Z-Image-Turbo	Atlas 800I A2 Server / Atlas 800I A3 Supernode Server	No	No	No	No	Yes	N/A