docs: standardize VAE Parallel naming
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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@@ -61,7 +61,7 @@ Memory optimization methods help reduce GPU memory usage, enabling inference on
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| **[CPU Offload](diffusion/cpu_offload.md)** | Offloads model components to CPU memory | Limited VRAM, large models on consumer GPUs |
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| **[Quantization](quantization/overview.md)** | Reduces transformer stages from BF16 to FP8/INT8/etc. | Limited VRAM, minimal accuracy loss |
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| **[VAE Parallelism](diffusion/parallelism/vae_parallel.md)** | Distributes VAE decode work across GPUs | High-resolution generation with reduced VAE memory peak |
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| **[VAE Parallel](diffusion/parallelism/vae_parallel.md)** | Distributes VAE decode work across GPUs | High-resolution generation with reduced VAE memory peak |
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### Extensions
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