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Vram-GPU-OOM - GPU VRAM Management for Multi-Service Sharing

Manage GPU VRAM sharing across services with OOM retry and auto-unload

Tags

Updated: 2026-03-23

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • load model
  • catch OOM error
  • retry model load
  • clear GPU cache
  • unload model
  • request model unload

Inputs

  • model path
  • GPU environment
  • service configuration
  • service URLs

Outputs

  • loaded model
  • model unloaded
  • unload request result
  • service status

Requirements

  • PyTorch
  • GPU
  • Python runtime

Source

  • Spec: SKILL.md
GPU
memory management
model loading
service coordination
load model
catch OOM error
retry model load
clear GPU cache
model path
GPU environment
service configuration
loaded model
model unloaded
unload request result