Audience

Developers and professionals searching for a model inference platform on Kubernetes

About KServe

Highly scalable and standards-based model inference platform on Kubernetes for trusted AI. KServe is a standard model inference platform on Kubernetes, built for highly scalable use cases. Provides performant, standardized inference protocol across ML frameworks. Support modern serverless inference workload with autoscaling including a scale to zero on GPU. Provides high scalability, density packing, and intelligent routing using ModelMesh. Simple and pluggable production serving for production ML serving including prediction, pre/post-processing, monitoring, and explainability. Advanced deployments with the canary rollout, experiments, ensembles, and transformers. ModelMesh is designed for high-scale, high-density, and frequently-changing model use cases. ModelMesh intelligently loads and unloads AI models to and from memory to strike an intelligent trade-off between responsiveness to users and computational footprint.

Pricing

Starting Price:
Free
Free Version:
Free Version available.

Integrations

API:
Yes, KServe offers API access

Ratings/Reviews

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Company Information

KServe
kserve.github.io/website/latest/

Videos and Screen Captures

KServe Screenshot 1
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Product Details

Platforms Supported
Windows
Mac
Linux
Training
Documentation
Support
Online

KServe Frequently Asked Questions

Q: What kinds of users and organization types does KServe work with?
Q: What languages does KServe support in their product?
Q: What other applications or services does KServe integrate with?
Q: Does KServe have an API?
Q: What type of training does KServe provide?
Q: How much does KServe cost?

KServe Product Features

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported

KServe Additional Categories