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@@ -52,8 +52,12 @@ pip install https://github.com/nunchaku-ai/nunchaku/releases/download/vX.Y.Z/nun
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  - **Tip (RTX 50 series GPUs)**: usually `CUDA >= 12.8` is recommended, and FP4 models are preferred for better compatibility and performance (follow the official docs).
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  ## Usage example (Diffusers + Nunchaku Transformer)
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- Note: I am pushing for the official Nunchaku PR to be merged: https://github.com/nunchaku-ai/nunchaku/pull/916
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- Until then, if you want to try it out, you can copy `transformer_chroma.py` from the repository to `nunchaku/models/transformers/transformer_chroma.py`.This is a relatively low-performance version; a high-performance version still needs to wait for the PR to be approved.
 
 
 
 
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  ```python
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  import torch
 
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  - **Tip (RTX 50 series GPUs)**: usually `CUDA >= 12.8` is recommended, and FP4 models are preferred for better compatibility and performance (follow the official docs).
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  ## Usage example (Diffusers + Nunchaku Transformer)
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+ Note: I am pushing for the official Nunchaku PR to be merged: https://github.com/nunchaku-ai/nunchaku/pull/928
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+ Until then, if you want to try it out, you can copy `transformer_chroma.py` from the repository to `nunchaku/models/transformers/transformer_chroma.py`.
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+ Usage like this:
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+ ```
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+ from nunchaku.models.transformers.transformer_chroma import NunchakuChromaTransformer2dModel
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+ ```
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  ```python
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  import torch