Beyond Model Monitoring: How to Monitor ML Features on Hopsworks
Event: HOPSWORKS | Date: Wednesday, November 29th 2023
Abstract Monitoring features for ML models is something that generally is overlooked when monitoring models in production.
hopsworks
Vector Databases and Beyond for RAG LLMs
Event: MEETUP | Date: Wednesday, November 29th 2023
Abstract Retrieval-augmented generation (RAG) for large language models (LLMs) aims to improve prediction quality by using an external datastore at inference time to build a richer prompt that includes some combination of context, history, and recent/relevant knowledge.
Model Monitoring with KFServing and the Hopsworks Feature Store
Event: WEBINAR | Date: Tuesday, June 22th 2021
Abstract Turn predictions logs into valuable information that improves models over time.
KFServing, Model Monitoring with Apache Spark and a Feature Store
Event: DATA+AI SUMMIT 2021 | Date: Wednesday, May 26th 2021
Track: Open Source Data and ML Tools
Scalable, Automated ML Model Monitoring with KFServing and Hopsworks
Event: FOSDEM'21 | Date: Sunday, February 7th 2021
Track: HPC, Big Data, and Data Science Devroom