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@@ -113,10 +113,10 @@ We provide various MVAR models accessible via our [Huggingface Repo](https://hug
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  | Model | FID ↓ | IS ↑ | sFID ↓ | Prec. ↑ | Recall ↑ | Params | HF Weights πŸ€— |
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  | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :--- |
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- | **MVAR-d16** | 3.01 | 285.17 | 6.26 | 0.85 | 0.51 | 310M | [link](https://huggingface.co/CVLUESTC/MVAR/resolve/main/mvar_d16.pth) |
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- | **MVAR-d16**$^{\dag}$ | 3.37 | 295.35 | 6.10 | 0.86 | 0.48 | 310M | [link](https://huggingface.co/CVLUESTC/MVAR/resolve/main/mvar_d20.pth) |
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- | **MVAR-d20**$^{\dag}$ | 2.83 | 294.31 | 6.12 | 0.85 | 0.52 | 600M | [link](https://huggingface.co/CVLUESTC/MVAR/resolve/main/mvar_d24.pth) |
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- | **MVAR-d24**$^{\dag}$ | 2.15 | 298.85 | 5.62 | 0.84 | 0.56 | 1.0B | [link](https://huggingface.co/CVLUESTC/MVAR/resolve/main/mvar_d30.pth) |
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  > **Note:** $^{\dag}$ indicates models fine-tuned from VAR weights on ImageNet.
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@@ -143,7 +143,7 @@ We provide various MVAR models accessible via our [Huggingface Repo](https://hug
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  3. **Install [Neighborhood Attention](https://natten.org/install/):**
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  ```bash
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- # Or use the .whl file provided in [HuggingFace](https://huggingface.co/CVLUESTC/MVAR)
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  pip install natten-0.21.1+torch280cu128-cp311-cp311-linux_x86_64.whl
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  ```
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  | Model | FID ↓ | IS ↑ | sFID ↓ | Prec. ↑ | Recall ↑ | Params | HF Weights πŸ€— |
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  | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :--- |
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+ | **MVAR-d16** | 3.01 | 285.17 | 6.26 | 0.85 | 0.51 | 310M | [link](https://huggingface.co/CVLUESTC/MVAR/blob/main/mvar-d16.pth) |
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+ | **MVAR-d16**$^{\dag}$ | 3.37 | 295.35 | 6.10 | 0.86 | 0.48 | 310M | [link](https://huggingface.co/CVLUESTC/MVAR/blob/main/mvar-finetune-d16.pth) |
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+ | **MVAR-d20**$^{\dag}$ | 2.83 | 294.31 | 6.12 | 0.85 | 0.52 | 600M | [link](https://huggingface.co/CVLUESTC/MVAR/blob/main/mvar-finetune-d20.pth) |
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+ | **MVAR-d24**$^{\dag}$ | 2.15 | 298.85 | 5.62 | 0.84 | 0.56 | 1.0B | [link](https://huggingface.co/CVLUESTC/MVAR/blob/main/mvar-finetune-d24.pth) |
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  > **Note:** $^{\dag}$ indicates models fine-tuned from VAR weights on ImageNet.
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  3. **Install [Neighborhood Attention](https://natten.org/install/):**
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  ```bash
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+ # Or use the .whl file provided in [HuggingFace](https://huggingface.co/CVLUESTC/MVAR/blob/main/natten-0.21.1%2Btorch280cu128-cp311-cp311-linux_x86_64.whl)
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  pip install natten-0.21.1+torch280cu128-cp311-cp311-linux_x86_64.whl
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  ```
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