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NVIDIA-Merlin
Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into...
Rolls back one of the changes in https://github.com/NVIDIA-Merlin/systems/pull/354 to improve inference performance of `Categorify`.
### Bug description The Faiss index returns a -1 item_id when it can't fill the TopK results. This causes Feast to return None for item results causing a type error....
[QST] Can I ignore the is_ragged property of the categorical features when exporting the Workflow ?
** Can I ignore the is_ragged property of the categorical features when exporting the Workflow ? ** Setup : nvtabular version : 23.6.0 merlin-systems version : 23.6.0 The NvTabular workflow...
### Bug description I am trying to serve a session-based topk_model that is generated using `to_top_k_encoder` method using Merlin models library. How ever I am getting the following error from...
# ❓ Questions & Help ## Details I am not sure if it is a bug, it bacially breaks my workflow and I can't upgrade to Merlin version 23. I...
Update pattern to match only release tags in packages workflow
Add support for unicode string inputs to Workflow Transform in Triton. - Adds a test for running a Workflow with non-ascii charaters in string inputs. We currently get the following...
Provide support for serving HugeCTR models in Merlin Systems
### Bug description The unit test of the 2-stage recommender system pipeline is shaky due to multiple reasons: - user_id sent to triton inference server does not exist in FEAST...
This PR addresses concerns around hugectr support. This represents the foundations for supporting a hugectr model in merlin systems. Creates the operator that will house a hugectr model and allow...
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Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into...