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Published 20 hours ago • verified publisher icon NVIDIA-Merlin

Examples from Transformers4Rec in Merlin Models (Getting Started, End to end)

Open viswa-nvidia opened this issue 3 years ago • 5 comments

viswa-nvidia avatar Sep 08 '22 19:09 viswa-nvidia

@marcromeyn @viswa-nvidia can you provide the dependency for the tickets? Which other tickets need to be finished that we can provide the example?

bschifferer avatar Sep 12 '22 07:09 bschifferer

What do we want to demonstrate? Is this the Transformer4Rec examples in Merlin Models with Tensorflow instead of PyTorch? Do we need any other system components (e.g. candidate retrieval, feature store)?

bschifferer avatar Sep 12 '22 21:09 bschifferer

Updating RecSys2022 with Transformer4Rec

bschifferer avatar Sep 26 '22 17:09 bschifferer

Merlin Models Examples - Transformer4Rec Examples: Repository Merlin/models:

  • Updating RecSys2022 with Transformer4Rec (https://github.com/NVIDIA-Merlin/models/issues/810)

Repository Merlin/Merlin

  • UseCase # 1: Low number of items (<2000 items) - direkt ranking (training+serving)
  • UseCase # 2: More Items - extract embeddings and use ANN (training+serving) (https://github.com/NVIDIA-Merlin/Merlin/issues/694)

Dataset - TBD: Potential: dressipi, h&m, ecommerce, booking.com?

bschifferer avatar Sep 26 '22 20:09 bschifferer

Details are added here: https://docs.google.com/document/d/1Zi0SNHHiN72wYIwpkKx-u5xqC35YvlZjNTKUosRuQds/edit

bschifferer avatar Oct 17 '22 13:10 bschifferer

@rnyak , please tag the dependent bugs in this ticket

viswa-nvidia avatar Nov 08 '22 18:11 viswa-nvidia