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k8s-pvc-model-downloader

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Zero-downtime model loading to Kubernetes PVC.

Software Engineering#kubernetes#inference#downtime#huggingface#pvc#model-downloader
AuthorHugoAlmeidaMoreira
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Download a HuggingFace model to a shared PersistentVolumeClaim in Kubernetes without interrupting the inference workload that consumes it. Covers node affinity, taints, space checks, and monitoring.

Core Features & Use Cases

  • Pre-cache and safely copy large models to a PVC used by inference workloads
  • Handle node affinity and taints to schedule downloads on the correct node
  • Monitor disk space and model transfer status to avoid downtime

Quick Start

Run the k8s-pvc-model-downloader to provision the model onto the PVC while the inference pods continue serving.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: k8s-pvc-model-downloader
Download link: https://github.com/HugoAlmeidaMoreira/zeus-agent/archive/main.zip#k8s-pvc-model-downloader

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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