Issues

• [QST] Deploy a Transformers4rec model with pre-trained embeddings

  NVIDIA-Merlin/systems#394 · Filter by author mvidela31 opened on Jan 10, 2025

• [QST] Support Triton ensemble runtime for SageMaker multi-model deployment

  NVIDIA-Merlin/systems#393 · Filter by author mvidela31 opened on Dec 27, 2024
  1

• [BUG] QueryFaiss returning item ID as -1 causing type error

  bug
  NVIDIA-Merlin/systems#387 · Filter by author BlakeB415 opened on Dec 18, 2023
  1

• [QST] Can I ignore the is_ragged property of the categorical features when exporting the Workflow ?

  NVIDIA-Merlin/systems#386 · Filter by author Azilyss opened on Oct 25, 2023
  2

• [BUG] Unable to serve a topK session-based model on Triton

  bugP0
  NVIDIA-Merlin/systems#383 · Filter by author rnyak opened on Sep 21, 2023

• [QST]ensemble schema changes after upgrading merlin version and refuses to take array as input

  NVIDIA-Merlin/systems#381 · Filter by author wwelder opened on Jul 24, 2023
  1

• [BUG] ValueError: Can't convert datetime64[ns] to a Triton dtype

  bug
  NVIDIA-Merlin/systems#307 · Filter by author radekosmulski opened on Mar 29, 2023
  1

• [BUG] Robust 2-stage recommender system pipeline

  bugP1
  NVIDIA-Merlin/systems#207 · Filter by author bschifferer opened on Sep 22, 2022 · Merlin 23.06
  3

• [Task] Figure out why the unit test for implicit fails on np.allclose (it passes in the notebook when run on real data)

  NVIDIA-Merlin/systems#196 · Filter by author radekosmulski opened on Sep 5, 2022
  

• Provide inference support for lightfm based models in Merlin Systems

  NVIDIA-Merlin/systems#200 · Filter by author viswa-nvidia opened on Sep 3, 2022

• [Task] Example of serving LightFM in Merlin Systems

  examples
  NVIDIA-Merlin/systems#138 · Filter by author bschifferer opened on Jul 11, 2022
  

• [Task] Test out support for running on AWS Sagemaker

  NVIDIA-Merlin/systems#131 · Filter by author benfred opened on Jul 8, 2022

• [BUG] Convert cuDF to Triton Object does not work with null values

  bugP1
  NVIDIA-Merlin/systems#78 · Filter by author bschifferer opened on Apr 4, 2022
  8

• [FEA] Avoid Deprecation warnings while importing Ensemble class

  NVIDIA-Merlin/systems#66 · Filter by author rnyak opened on Mar 31, 2022

• Add operators for LightFM models

  enhancement
  NVIDIA-Merlin/systems#35 · Filter by author karlhigley opened on Mar 14, 2022
  3

  

• Use GPU tensors in Triton ensemble operators

  NVIDIA-Merlin/systems#29 · Filter by author jperez999 opened on Mar 14, 2022
  

• Create operators for common ordering business logic

  epic
  NVIDIA-Merlin/systems#28 · Filter by author karlhigley opened on Mar 14, 2022 · Future

• Support multi-stage ranking

  NVIDIA-Merlin/systems#27 · Filter by author karlhigley opened on Mar 14, 2022 · Future

• Create an operator for logging features used in model predictions

  NVIDIA-Merlin/systems#26 · Filter by author karlhigley opened on Mar 14, 2022 · Future

• Add graph-based candidate retrieval via random walks

  epic
  NVIDIA-Merlin/systems#25 · Filter by author karlhigley opened on Mar 14, 2022 · Future

• Add large-scale filtering with approximate set membership queries (e.g. using Bloom filters)

  epic
  NVIDIA-Merlin/systems#24 · Filter by author karlhigley opened on Mar 14, 2022 · Future

• Update operators keep tensors on GPU between ops (where possible)

  enhancement
  NVIDIA-Merlin/systems#17 · Filter by author karlhigley opened on Mar 2, 2022
  1

• Reverse input and dependency columns on SoftmaxSampling op (to improve chainability)

  clean up
  NVIDIA-Merlin/systems#16 · Filter by author karlhigley opened on Mar 2, 2022
  

• Make it possible to use operators for serving or batch

  epic
  NVIDIA-Merlin/systems#13 · Filter by author karlhigley opened on Mar 2, 2022 · Future

• Create an example of serving session-based recommendations (with TF4Rec?)

  epic
  NVIDIA-Merlin/systems#12 · Filter by author karlhigley opened on Mar 2, 2022 · Future