Merge pull request #46 from ARM-software/transformer-tutorials

Added transformers quantization guide

Author: orly-arm

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.