KServe provides a Kubernetes Custom Resource Definition for serving predictive and generative machine learning (ML) models. It aims to solve production model serving use cases by providing high abstraction interfaces for Tensorflow, XGBoost, ScikitLearn, PyTorch, Huggingface Transformer/LLM models using standardized data plane protocols.
It encapsulates the complexity of autoscaling, networking, health checking, and server configuration to bring cutting edge serving features like GPU Autoscaling, Scale to Zero, and Canary Rollouts to your ML deployments. It enables a simple, pluggable, and complete story for Production ML Serving including prediction, pre-processing, post-processing and explainability.
Company Details
Kserve Questions
Kserve's website is https://kserve.github.io/website/
Kserve's LinkedIn profile is https://www.linkedin.com/company/kserve-project
Kserve has
3 employees.
View email and phone details for 3
employees at Kserve.
Kserve's industry is
Technology, Information and Internet
Kserve's top competitors are
Kserve Bpo Pvt. Ltd.,
Purdue Computer Science,
Kubeflow,
Bentoml,
Kubernetes,
Vllm,
Pkp Informatyka Spółka Z O.o.,
Seldon,
Lmcache Lab,
Instructlab.
Kserve's categories are Technology, Information and Internet
