| ---
|
| license: cc-by-4.0
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| tags:
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| - coca
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| - cosine
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| - dilated
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| - giant
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| - instancenorm
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| - low-rank
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| - multitask
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| - novograd
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| - orthogonal
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| - swish
|
| ---
|
|
|
| # finetune.py
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|
|
| ## Model Overview
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|
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| A **giant**-scale implementation of the **coca** architecture, built for **multitask** tasks.
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|
|
| ## Architecture
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|
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| - **Architecture**: coca
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| - **Scale**: giant
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| - **Attention**: dilated
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| - **Fusion strategy**: low rank
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| - **Task head**: multitask
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| - **Activation**: swish
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| - **Normalization**: instancenorm
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| - **Initialization**: orthogonal
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|
|
| ## Training
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|
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| - **Optimizer**: novograd
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| - **LR scheduler**: cosine
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|
|
| ## Files
|
|
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| - `finetune.py` — main artifact of this repository
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|
|
| ## License
|
|
|
| See the license field above.
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|
|
