| ---
|
| license: apache-2.0
|
| tags:
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| - adam
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| - blip
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| - cross-attention
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| - mish
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| - onecycle
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| - retrieval
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| - scalenorm
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| - small
|
| - standard
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| - xavier-uniform
|
| ---
|
|
|
| # pipeline.py
|
|
|
| ## Model Overview
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|
|
| A **small**-scale implementation of the **blip** architecture, built for **retrieval** tasks.
|
|
|
| ## Architecture
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|
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| - **Architecture**: blip
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| - **Scale**: small
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| - **Attention**: standard
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| - **Fusion strategy**: cross attention
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| - **Task head**: retrieval
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| - **Activation**: mish
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| - **Normalization**: scalenorm
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| - **Initialization**: xavier uniform
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|
|
| ## Training
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|
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| - **Optimizer**: adam
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| - **LR scheduler**: onecycle
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|
|
| ## Files
|
|
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| - `pipeline.py` — main artifact of this repository
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|
|
| ## License
|
|
|
| See the license field above.
|
|
|
