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* fix typos throughout the code base

* fix grammar

* revert formatting changes to gallery

* revert 'an uXX'

* remove 'number of the best'

* Adding multiweight support for shufflenetv2 prototype models

* Revert "Adding multiweight support for shufflenetv2 prototype models"

This reverts commit 31fadbee7d1a65cd73ae43dfd4ac6e97e7ca7b01.

* Adding multiweight support for shufflenetv2 prototype models

* Revert "Adding multiweight support for shufflenetv2 prototype models"

This reverts commit 4e3d900f796c1e3e667312087e77956ca4a4c017.

* Remove module vs method name clash

* add model contribution guidelines

* update CONTRIBUTING_MODELS.md

* Fix formatting and typo

* fix in-document links

* Update CONTRIBUTING.md
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* remove Implementation Details section
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>