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[None][doc] Add visual generation models to supported models page #12464

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chang-l merged 6 commits into from
Apr 3, 2026
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[None][doc] Add visual generation models to supported models page #12464

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[None][doc] Add visual generation models to supported models page
chang-l Mar 23, 2026
8d095ce
[None][doc] Reword visual generation intro sentence
chang-l Mar 23, 2026
fe9475a
[None][doc] Fix LTX-2 HuggingFace model ID
chang-l Mar 24, 2026
47d7468
[None][doc] Remove precision columns from visual gen feature matrix
chang-l Mar 24, 2026
e06bab3
[None][doc] Promote visual generation from prototype to beta
chang-l Mar 30, 2026
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[None][doc] Fix visual gen quickstart rendering in visual-generation.md
chang-l Apr 3, 2026
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29 changes: 28 additions & 1 deletion docs/source/models/supported-models.md
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Expand Up @@ -85,4 +85,31 @@ Note:

# Visual Generation Models

For diffusion-based image and video generation models, see the [Visual Generation](./visual-generation.md) documentation.
TensorRT-LLM supports diffusion-based image and video generation via the **VisualGen** subsystem (prototype).
For full documentation, see the [Visual Generation](./visual-generation.md) page.

## Supported Models

| HuggingFace Model ID | Tasks |
|---|---|
| `black-forest-labs/FLUX.1-dev` | Text-to-Image |
| `black-forest-labs/FLUX.2-dev` | Text-to-Image |
| `Wan-AI/Wan2.1-T2V-1.3B-Diffusers` | Text-to-Video |
| `Wan-AI/Wan2.1-T2V-14B-Diffusers` | Text-to-Video |
| `Wan-AI/Wan2.1-I2V-14B-480P-Diffusers` | Image-to-Video |
| `Wan-AI/Wan2.1-I2V-14B-720P-Diffusers` | Image-to-Video |
| `Wan-AI/Wan2.2-T2V-A14B-Diffusers` | Text-to-Video |
| `Wan-AI/Wan2.2-I2V-A14B-Diffusers` | Image-to-Video |
| `Lightricks/LTX-Video` | Text-to-Video (with Audio), Image-to-Video (with Audio) |
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## Feature Matrix

| Model | FP8 blockwise | NVFP4 | TeaCache | CFG Parallelism | Ulysses Parallelism | Parallel VAE | CUDA Graph | torch.compile | trtllm-serve |
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|---|---|---|---|---|---|---|---|---|---|
| **FLUX.1** | Yes | Yes | Yes | No [^vg1] | Yes | No | Yes | Yes | Yes |
| **FLUX.2** | Yes | Yes | Yes | No [^vg1] | Yes | No | Yes | Yes | Yes |
| **Wan 2.1** | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| **Wan 2.2** | Yes | Yes | No | Yes | Yes | Yes | Yes | Yes | Yes |
| **LTX-2** | Yes | Yes | No | Yes | Yes | No | No | Yes | Yes |

[^vg1]: FLUX models use embedded guidance and do not have a separate negative prompt path, so CFG parallelism is not applicable.
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