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@@ -32,8 +32,6 @@ blockmask_bf16/
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  └── pytorch_model.bin.index.json
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  ```
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- The **same checkpoint serves both 8- and 16-frame inference** — the block-sparse temporal attention and positional encodings are frame-count-agnostic (up to 32 frames). Only the config changes.
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  ## Usage
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  Download the checkpoint:
@@ -52,8 +50,6 @@ python inference_4d.py \
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  --output_dir ./inference_output/door
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  ```
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- For 16-frame generation, use `--config configs/4d_config_16.yaml` with the same `--ckpt_path`.
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-
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  ## Citation
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  ```bibtex
 
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  └── pytorch_model.bin.index.json
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  ```
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  ## Usage
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  Download the checkpoint:
 
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  --output_dir ./inference_output/door
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  ```
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  ## Citation
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  ```bibtex