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feat: generalize temporal tiling across video VAEs (#1926)
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@@ -1013,7 +1013,7 @@ ArgOptions SDGenerationParams::get_options() {
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&extra_sample_args},
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{"",
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"--extra-tiling-args",
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"extra VAE tiling args, key=value list. LTX video VAE supports temporal_tile_frames (default: 4), temporal_tile_overlap (default: 1)",
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"extra VAE tiling args, key=value list. Supported video VAEs accept temporal_tile_frames/temporal_tile_size (default: 4), temporal_tile_overlap (default: 1)",
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(int)',',
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&extra_tiling_args},
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{"",
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@@ -1230,7 +1230,7 @@ ArgOptions SDGenerationParams::get_options() {
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&vae_tiling_params.enabled},
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{"",
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"--temporal-tiling",
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"enable temporal tiling for LTX video VAE decode",
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"enable temporal tiling for supported video VAE decode",
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true,
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&vae_tiling_params.temporal_tiling},
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{"",
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@@ -518,7 +518,8 @@ Shared default fields used by both `img_gen` and `vid_gen`:
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| `output_format` | `string` |
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| `output_compression` | `integer` |
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`vae_tiling_params.extra_tiling_args` accepts a key=value list. For LTX video VAE temporal tiling, `temporal_tile_frames` defaults to `4` and `temporal_tile_overlap` defaults to `1`.
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`vae_tiling_params.extra_tiling_args` accepts a key=value list. Supported video VAEs accept `temporal_tile_frames` (alias `temporal_tile_size`, default `4`) and `temporal_tile_overlap` (default `1`).
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LTX and Wan preserve causal state between temporal tiles. Hunyuan Video and TAEHV use overlap blending. MiniMax H3 keeps its model-specific fixed temporal windows because its latent-to-frame mapping is non-linear.
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`img_gen`-specific default fields:
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