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Added transformers quantization guide #46

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Feb 23, 2022
Merged

Added transformers quantization guide #46

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10 changes: 10 additions & 0 deletions tutorials/transformer_tutorials/README.md
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# Transformer Tutorials

Jupiter notebooks showing how to quantise and compress toy transformer encoder and encoder-decoder models.

# Tutorials

* ViT_PCQAT.ipynb - Shows PCQAT using TFMOT for transformer encoder models.
* ViT_2x4-PQAT.ipynb - Shows new 2x4 pruning and QAT with TFMOT for transformer encoder models.
* translation.ipynb - Shows how to do QAT with TFMOT for encoder-decoder models.
* translation_PQAT.ipynb - Shows how to apply pruning & QAT with TFMOT for encoder-decoder models.
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