| ---
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| license: apache-2.0
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| tags:
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| - approx-gelu
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| - groupnorm
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| - low-rank
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| - matching
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| - novograd
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| - orthogonal
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| - polynomial
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| - poolformer
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| - sliding-window
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| - tiny
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| ---
|
|
|
| # model.py
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|
|
| ## Model Overview
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|
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| A **tiny**-scale implementation of the **poolformer** architecture, built for **matching** tasks.
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|
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| ## Architecture
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|
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| - **Architecture**: poolformer
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| - **Scale**: tiny
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| - **Attention**: sliding window
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| - **Fusion strategy**: low rank
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| - **Task head**: matching
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| - **Activation**: approx gelu
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| - **Normalization**: groupnorm
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| - **Initialization**: orthogonal
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|
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| ## Training
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|
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| - **Optimizer**: novograd
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| - **LR scheduler**: polynomial
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|
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| ## Files
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|
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| - `model.py` — main artifact of this repository
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|
|
| ## License
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|
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| See the license field above.
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|
|
