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Signed-off-by: peter szemraj <peterszemraj@gmail.com>
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README.md

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This aims to be a simpler implementation of the [original repo](https://github.com/microsoft/Samba).
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## repo structure
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```text
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samba-pytorch/
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├── pyproject.toml
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├── README.md
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├── samba_pytorch/
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│ ├── __init__.py
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│ ├── config.py
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│ ├── modules/
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│ │ ├── __init__.py
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│ │ ├── fused_rotary_embedding.py
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│ │ ├── gla.py
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│ │ ├── mamba_simple.py
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│ │ ├── multiscale_retention.py
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│ │ ├── rmsnorm.py
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│ │ └── rotary.py
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│ ├── samba.py
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│ ├── tokenizer.py
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│ └── utils.py
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```
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## Citations
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```bibtex

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