| ---
|
| license: bsd-3-clause
|
| tags:
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| - bilinear
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| - generation
|
| - instancenorm
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| - linear
|
| - mish
|
| - mobilevit
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| - nano
|
| - rmsprop
|
| - step
|
| - xavier-uniform
|
| ---
|
|
|
| # model.py
|
|
|
| ## Model Overview
|
|
|
| A **nano**-scale implementation of the **mobilevit** architecture, built for **generation** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: mobilevit
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| - **Scale**: nano
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| - **Attention**: linear
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| - **Fusion strategy**: bilinear
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| - **Task head**: generation
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| - **Activation**: mish
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| - **Normalization**: instancenorm
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| - **Initialization**: xavier uniform
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|
|
| ## Training
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|
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| - **Optimizer**: rmsprop
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| - **LR scheduler**: step
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|
|
| ## Files
|
|
|
| - `model.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|
