# Supported Diffusion Models This demo supports Diffusion models that are popular in the Generative AI community. The table below lists the various configurations we support for each pipeline. ## Pipeline Support Matrix | Pipeline | Version | Task | Supported Precisions | Additional features | Hub | Restrictions | |------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------|-----------------------------------------------|--------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | Stable Diffusion | 1.4 |

• Text-to-image
• Image-to-image

| FP16, FP8, INT8 * | N/A | [CompVis/stable-diffusion-v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4) | | | Stable Diffusion | dreamshaper-7 |

• Text-to-image
• Image-to-image

| FP16 | N/A | [Lykon/dreamshaper-7](https://huggingface.co/Lykon/dreamshaper-7) | | Stable Diffusion | [XL 1.0-base](../README.md#generate-an-image-with-stable-diffusion-xl-guided-by-a-single-text-prompt) |

• Text-to-image
• Image-to-image

| FP16, FP8, INT8 * | LoRA (FP16, BF16, FP8) | [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | | Stable Diffusion | [XL 1.0-refiner](../README.md#generate-an-image-with-stable-diffusion-xl-guided-by-a-single-text-prompt) |

• Text-to-image
• Image-to-image

| FP16 | N/A | [stabilityai/stable-diffusion-xl-refiner-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0) | | Stable Diffusion | [XL-Turbo](../README.md#faster-text-to-image-using-sdxl-turbo) |

• Text-to-image
• Image-to-image

| FP16 | N/A | [stabilityai/sdxl-turbo](https://huggingface.co/stabilityai/sdxl-turbo) | | Stable Diffusion | [3](../README.md#generate-an-image-guided-by-a-text-prompt-using-stable-diffusion-3) |

• Text-to-image

| FP16 | N/A | [stabilityai/stable-diffusion-3-medium](https://huggingface.co/stabilityai/stable-diffusion-3-medium) | | Stable Diffusion | [3.5-medium](../README.md#generate-an-image-guided-by-a-text-prompt-using-stable-diffusion-3) |

• Text-to-image

| FP16, BF16 | N/A | [stabilityai/stable-diffusion-3-medium](https://huggingface.co/stabilityai/stable-diffusion-3-medium) | | Stable Diffusion | [3.5-large](../README.md#generate-an-image-guided-by-a-text-prompt-using-stable-diffusion-3) |

• Text-to-image

| FP16, BF16, FP8 | N/A | [stabilityai/stable-diffusion-3-large](https://huggingface.co/stabilityai/stable-diffusion-3-large) | | ControlNet | [1.4](../README.md#generate-an-image-with-controlnet-guided-by-images-and-text-prompts) |

• Image-to-image

| FP16 | N/A |

• [lllyasviel/sd-controlnet-canny](https://huggingface.co/lllyasviel/sd-controlnet-canny)
• [lllyasviel/sd-controlnet-depth](https://huggingface.co/lllyasviel/sd-controlnet-depth)
• [lllyasviel/sd-controlnet-hed](https://huggingface.co/lllyasviel/sd-controlnet-hed)
• [lllyasviel/sd-controlnet-mlsd](https://huggingface.co/lllyasviel/sd-controlnet-mlsd)
• [lllyasviel/sd-controlnet-normal](https://huggingface.co/lllyasviel/sd-controlnet-normal)
• [lllyasviel/sd-controlnet_openpose](https://huggingface.co/lllyasviel/sd-controlnet-openpose)
• [lllyasviel/sd-controlnet_scribble](https://huggingface.co/lllyasviel/sd-controlnet-scribble)
• [lllyasviel/sd-controlnet_seg](https://huggingface.co/lllyasviel/sd-controlnet-seg)

| | ControlNet | [XL 1.0-base](../README.md#generate-an-image-with-stable-diffusion-xl-guided-by-a-single-text-prompt) |

• Image-to-image

| FP16, FP8 | N/A | [stabilityai/controlnet-canny-sdxl-1.0](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0) | | ControlNet | [3.5-large](../README.md#generate-an-image-with-stable-diffusion-v35-large-with-controlnet-guided-by-an-image-and-a-text-prompt) |

• Image-to-image

| FP16, BF16, FP8 (canny and depth only) | N/A |

• [stabilityai/stable-diffusion-3.5-large-controlnet-canny](https://huggingface.co/stabilityai/stable-diffusion-3.5-large-controlnet-canny)
• [stabilityai/stable-diffusion-3.5-large-controlnet-depth](https://huggingface.co/stabilityai/stable-diffusion-3.5-large-controlnet-depth)
• [stabilityai/stable-diffusion-3.5-large-controlnet-blur](https://huggingface.co/stabilityai/stable-diffusion-3.5-large-controlnet-blur)

| | Stable Video Diffusion | [XT-1.1](../README.md#generate-a-video-guided-by-an-initial-image-using-stable-video-diffusion) |

• Text-to-video

| FP16, FP8 | N/A | [stabilityai/stable-video-diffusion-img2vid-xt-1-1](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt-1-1) | | Stable Cascade | [N/A](../README.md#generate-an-image-guided-by-a-text-prompt-using-stable-cascade) |

• Text-to-image

| BF16 | N/A |

• [stabilityai/stable-cascade-prior](https://huggingface.co/stabilityai/stable-cascade-prior)
• [stabilityai/stable-cascade](https://huggingface.co/stabilityai/stable-cascade)

| | Flux | [1-Dev](../README.md#generate-an-image-guided-by-a-text-prompt-using-flux) |

• Text-to-image
• Image-to-image

| FP16, BF16, FP8, FP4 * | LoRA (FP16, BF16, FP8) | [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) | | Flux | [1-Schnell](../README.md#generate-an-image-guided-by-a-text-prompt-using-flux) |

• Text-to-image
• Image-to-image

| FP16, BF16, FP8, FP4 * | LoRA (FP16, BF16, FP8) | [black-forest-labs/FLUX.1-schnell](https://huggingface.co/black-forest-labs/FLUX.1-schnell) | | Flux | [1-Canny-Dev](../README.md#generate-an-image-guided-by-a-text-prompt-and-a-control-image-using-flux-controlnet) |

• Image-to-image

| FP16, BF16, FP8, FP4 | N/A | [black-forest-labs/FLUX.1-Canny-dev](https://huggingface.co/black-forest-labs/FLUX.1-Canny-dev) | | Flux | [1-Depth-Dev](../README.md#generate-an-image-guided-by-a-text-prompt-and-a-control-image-using-flux-controlnet) |

• Image-to-image

| FP16, BF16, FP8, FP4 | N/A | [black-forest-labs/FLUX.1-Depth-dev](https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev) | | Flux | [1-Kontext-Dev](../README.md#5-edit-an-image-using-flux-kontext) |

• Image-to-image

| BF16, FP8, FP4 | N/A | [black-forest-labs/FLUX.1-Kontext-dev](https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev) | | Cosmos | [cosmos-predict2-2b-text2image](../README.md#1-generate-an-image-from-a-text-prompt-1), cosmos-predict2-14b-text2image |

• Text-to-image

| BF16 | N/A |

• [nvidia/Cosmos-Predict2-2B-Text2Image](https://huggingface.co/nvidia/Cosmos-Predict2-2B-Text2Image)
• [nvidia/Cosmos-Predict2-14B-Text2Image](https://huggingface.co/nvidia/Cosmos-Predict2-14B-Text2Image) | | Cosmos | [cosmos-predict2-2b-video2world](../README.md#2-generate-a-video-guided-by-an-initial-video-conditioning-and-a-text-prompt), cosmos-predict2-14b-video2world |
  • Video-to-World
  | BF16 | N/A |
  • [nvidia/Cosmos-Predict2-2B-Video2World](https://huggingface.co/nvidia/Cosmos-Predict2-2B-Video2World)
  • [nvidia/Cosmos-Predict2-14B-Video2World](https://huggingface.co/nvidia/Cosmos-Predict2-14B-Video2World) | | Wan | [2.2-T2V-A14B](../README.md#generate-a-video-from-a-text-prompt-using-wan) |
    • Text-to-video
    | BF16 | N/A | [wan-ai/wan2.2-t2v-a14b](https://huggingface.co/Wan-AI/Wan2.2-T2V-A14B-Diffusers) | *Note: Only the text2image pipelines support FP4/FP8/INT8 quantization. The image2image pipelines don't support quantization.