[Feature]: Add vae-patch-parallel CLI argument in online serving (#1716)
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
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@@ -23,6 +23,29 @@ Or use the startup script:
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bash run_server.sh
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```
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### Start with Parallelism Acceleration
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Enable Tensor Parallelism and VAE Patch Parallelism for faster inference:
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```bash
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# With Tensor Parallelism (requires >= 2 GPUs)
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vllm serve Qwen/Qwen-Image --omni --port 8091 --tensor-parallel-size 2
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# With Tensor Parallelism and VAE Patch Parallelism (requires >= 2 GPUs)
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vllm serve Qwen/Qwen-Image --omni --port 8091 --tensor-parallel-size 2 --vae-patch-parallel-size 2 --vae-use-tiling
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# With Sequence Parallelism (Ulysses-SP, requires >= 2 GPUs)
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vllm serve Qwen/Qwen-Image --omni --port 8091 --usp 2
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# With Ring-Attention (requires >= 2 GPUs)
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vllm serve Qwen/Qwen-Image --omni --port 8091 --ring 2
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# Combined: Ulysses + Ring (requires >= 4 GPUs)
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vllm serve Qwen/Qwen-Image --omni --port 8091 --usp 2 --ring 2
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```
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For more details on parallelism acceleration, see the [Parallelism Acceleration Guide](../../diffusion/parallelism_acceleration.md).
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## API Calls
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### Method 1: Using curl
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