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Merged
hsliuustc0106 merged 14 commits into from
Dec 18, 2025
Merged

[Model] Add LongCat-Image support #291

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385d56f
feat: add LongCat-Image support
e1ijah1 Dec 14, 2025
9abf247
chore: update e2e test
e1ijah1 Dec 14, 2025
8ec87f9
chore: fix pre-commit
e1ijah1 Dec 14, 2025
a381d41
chore: fix pre-commit
e1ijah1 Dec 14, 2025
ebcc041
chore: fix pre-commit
e1ijah1 Dec 15, 2025
b897682
fix: removed the unused dropout
e1ijah1 Dec 15, 2025
31aae39
fix: removed the unused dropout
e1ijah1 Dec 15, 2025
c1f5c2b
fix the doc build error
Dec 16, 2025
1a19d1c
feat: add vLLM-optimized FeedForward for gelu-approximate activation
e1ijah1 Dec 17, 2025
aeee96f
Merge branch 'feat/longcat-image-remote' into feat/longcat-image
e1ijah1 Dec 17, 2025
54abf00
fix: handle ff param mapping
e1ijah1 Dec 17, 2025
80ba09b
merge main
Dec 18, 2025
bc9e12d
fix pre-commit check
Dec 18, 2025
6c17265
remove t2i test temporarily
Dec 18, 2025
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1 change: 1 addition & 0 deletions docs/models/supported_models.md
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@ th {
| `QwenImageEditPipeline` | Qwen-Image-Edit | `Qwen/Qwen-Image-Edit` |
|`ZImagePipeline` | Z-Image | `Tongyi-MAI/Z-Image-Turbo` |
| `WanPipeline` | Wan2.2 | `Wan-AI/Wan2.2-T2V-A14B-Diffusers` |
|`LongcatImagePipeline` | LongCat-Image | `meituan-longcat/LongCat-Image` |


## List of Supported Models for NPU
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2 changes: 1 addition & 1 deletion tests/e2e/offline_inference/test_t2i_model.py
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Expand Up @@ -14,7 +14,7 @@

os.environ["VLLM_TEST_CLEAN_GPU_MEMORY"] = "1"

models = ["Tongyi-MAI/Z-Image-Turbo", "riverclouds/qwen_image_random"]
models = ["Tongyi-MAI/Z-Image-Turbo", "riverclouds/qwen_image_random", "meituan-longcat/LongCat-Image"]


@pytest.mark.parametrize("model_name", models)
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10 changes: 10 additions & 0 deletions vllm_omni/diffusion/models/longcat_image/__init__.py
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@@ -0,0 +1,10 @@
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from vllm_omni.diffusion.models.longcat_image.pipeline_longcat_image import LongCatImagePipeline, get_longcat_image_post_process_func
from vllm_omni.diffusion.models.longcat_image.longcat_image_transformer import LongCatImageTransformer2DModel

__all__ = [
"LongCatImagePipeline",
"LongCatImageTransformer2DModel",
"get_longcat_image_post_process_func",
]
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