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Example of dataloading pretrained embeddings in Merlin Models

Open viswa-nvidia opened this issue 3 years ago • 1 comments

  • [ ] Add an example demonstrating support for pretrained embeddings for DLRM.
  • [ ] Add an example for usage of pre-trained embeddings with session-based recommendation (e.g. SIGIR Challenge dataset)

viswa-nvidia avatar Oct 06 '22 00:10 viswa-nvidia

@viswa-nvidia

We talked in the example sync meeting about the ticket:

Re: Add an example demonstrating support for pretrained embeddings for DLRM.

We will update this example ( https://github.com/NVIDIA-Merlin/models/blob/main/examples/usecases/entertainment-with-pretrained-embeddings.ipynb ) to use DLRM and then extend it to use dataloader pre-trained embeddings as well

Re: Add an example for usage of pre-trained embeddings with session-based recommendation (e.g. SIGIR Challenge dataset)

We will add an example for pre-trained embeddings for session-based models for SIGIR Challenge dataset. We will add serving with this example (https://github.com/NVIDIA-Merlin/Merlin/issues/886)

bschifferer avatar Apr 26 '23 11:04 bschifferer