| ---
|
| license: cc-by-4.0
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| tags:
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| - adam
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| - clip
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| - constant-warmup
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| - huge
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| - linear
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| - retrieval
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| - scalenorm
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| - swish
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| - tucker
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| - xavier
|
| ---
|
|
|
| # model.py
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|
|
| ## Model Overview
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|
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| A **huge**-scale implementation of the **clip** architecture, built for **retrieval** tasks.
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|
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| ## Architecture
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|
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| - **Architecture**: clip
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| - **Scale**: huge
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| - **Attention**: linear
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| - **Fusion strategy**: tucker
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| - **Task head**: retrieval
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| - **Activation**: swish
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| - **Normalization**: scalenorm
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| - **Initialization**: xavier
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|
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| ## Training
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|
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| - **Optimizer**: adam
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| - **LR scheduler**: constant warmup
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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
|
|
|
| See the license field above.
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|
|
