| ---
|
| license: mit
|
| tags:
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| - approx-gelu
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| - classification
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| - dino
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| - layernorm
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| - low-rank
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| - rmsprop
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| - sparse
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| - step
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| - trunc-normal
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| - xlarge
|
| ---
|
|
|
| # pipeline.py
|
|
|
| ## Model Overview
|
|
|
| A **xlarge**-scale implementation of the **dino** architecture, built for **classification** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: dino
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| - **Scale**: xlarge
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| - **Attention**: sparse
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| - **Fusion strategy**: low rank
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| - **Task head**: classification
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| - **Activation**: approx gelu
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| - **Normalization**: layernorm
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| - **Initialization**: trunc normal
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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
|
|
|
| - `pipeline.py` — main artifact of this repository
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|
|
| ## License
|
|
|
| See the license field above.
|
|
|
