kubernetes-sigs / inference-perfLinks
GenAI inference performance benchmarking tool
☆133Updated this week
Alternatives and similar repositories for inference-perf
Users that are interested in inference-perf are comparing it to the libraries listed below
Sorting:
- Example DRA driver that developers can fork and modify to get them started writing their own.☆109Updated last month
- WG Serving☆31Updated last month
- JobSet: a k8s native API for distributed ML training and HPC workloads☆282Updated last week
- Gateway API Inference Extension☆531Updated this week
- An Operator for deployment and maintenance of NVIDIA NIMs and NeMo microservices in a Kubernetes environment.☆140Updated last week
- Cloud Native Artifacial Intelligence Model Format Specification☆144Updated last week
- llm-d helm charts and deployment examples☆46Updated last week
- ☆182Updated last week
- knavigator is a development, testing, and optimization toolkit for AI/ML scheduling systems at scale on Kubernetes.☆72Updated 4 months ago
- NVIDIA DRA Driver for GPUs☆497Updated this week
- Inference scheduler for llm-d☆106Updated this week
- LeaderWorkerSet: An API for deploying a group of pods as a unit of replication☆617Updated last week
- Simplified model deployment on llm-d☆27Updated 4 months ago
- Holistic job manager on Kubernetes☆115Updated last year
- Enabling Kubernetes to make pod placement decisions with platform intelligence.☆176Updated 10 months ago
- ☆168Updated last month
- A toolkit for discovering cluster network topology.☆84Updated this week
- InstaSlice Operator facilitates slicing of accelerators using stable APIs☆47Updated last week
- Incubating P/D sidecar for llm-d☆16Updated 2 weeks ago
- Kubernetes enhancements for Network Topology Aware Gang Scheduling & Autoscaling☆117Updated this week
- KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scale☆943Updated this week
- K8s device plugin for GPU sharing☆99Updated 2 years ago
- CAPK is a provider for Cluster API (CAPI) that allows users to deploy fake, Kubemark-backed machines to their clusters.☆85Updated last week
- Kubernetes Work API☆68Updated last week
- Node Resource Interface☆343Updated last week
- 🏃🏿♀️🏃🏽♀️🏃🏻♂️🕒CNCF Technical Advisory Group for Runtime☆95Updated 7 months ago
- GPU plugin to the node feature discovery for Kubernetes☆308Updated last year
- Model Registry provides a single pane of glass for ML model developers to index and manage models, versions, and ML artifacts metadata. I…☆154Updated this week
- ☆122Updated 3 years ago
- Distributed KV cache coordinator☆88Updated this week