NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.
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[Task] Move examples that are split across repos (Systems, Models) into Merlin repo #1027
Transformers4Rec:
We keep Transformers4Rec in the current state.
Merlin/Merlin:
[ ] Remove HugeCTR examples and link to HugeCTR repository
https://github.com/NVIDIA-Merlin/Merlin/blob/main/examples/scaling-criteo/03-Training-with-HugeCTR.ipynb - please link it to https://github.com/NVIDIA-Merlin/HugeCTR/blob/main/notebooks/hugectr_criteo.ipynb
https://github.com/NVIDIA-Merlin/Merlin/blob/main/examples/scaling-criteo/04-Triton-Inference-with-HugeCTR.ipynb - please link it to https://github.com/NVIDIA-Merlin/HugeCTR/blob/main/hps_trt/notebooks/demo_for_tf_trained_model.ipynb
https://github.com/NVIDIA-Merlin/Merlin/blob/main/examples/getting-started-movielens/03-Training-with-HugeCTR.ipynb please link it to https://github.com/NVIDIA-Merlin/HugeCTR/blob/main/notebooks/movie-lens-example.ipynb
https://github.com/NVIDIA-Merlin/Merlin/blob/main/examples/getting-started-movielens/04-Triton-Inference-with-HugeCTR.ipynb For this one, the example is not fully ready to be linked and hence I suggest to keep the current one for now.
Description
We do not want to have examples, using multiple libraries in one repository. Therefore, we want to move the examples to Merlin/Merlin
Merlin Systems:
Merlin/Merlin/examples/ranking/<framework>
- tf ; pytorch ; traditional-ml (implicit, xgboost)Merlin Models:
pre-trained embeddings
)Merlin/models/blob/main/examples/
and add reference where to find end-to-end with serving ; rename smth with Transformers and Session-Based or next-item-predictionTransformers4Rec: We keep Transformers4Rec in the current state.
Merlin/Merlin: