Ianvs

Introduction

  • Introduction to Ianvs
  • Quick Start
  • What is next

GUIDEs

  • How to install Ianvs
  • How to test algorithms with Ianvs
  • How to build simulation env

SCENARIOs

  • Industrial Defect Detection: PCB-AoI
  • Cloud Edge Collaborative inference for LLM: Ianvs-MMLU-5-shot
  • Cloud Robotics Lifelong Learning

ALGORITHMs

  • Single Task Learning: FPN
  • Incremental Learning: BasicIL-FPN
  • Lifelong Learning: RFNet
  • Joint Inference : Query-Routing

USER INTERFACE

  • How to Config Algorithm
  • How to Config TestEnv
  • How to Config Benchmarkingjob
  • How to Use Ianvs Command Line

Stories

  • Leaderboard: Joint Inference Learning on Ianvs-MMLU-5-shot
  • Leaderboard: Single Task Learning on PCB-AoI
  • Leaderboard: Incremental Learning on PCB-AoI
  • Leaderboard: Lifelong Learning on Cloud-Robotics
  • Leaderboard: Edge-Cloud Collaboration on Cloud-Robotics
  • Test Report: Joint Inference Learning on Ianvs-MMLU-5-shot
  • Test Report: Single Task Learning on PCB-AoI
  • Test Report: Incremental Learning on PCB-AoI

Contribution

  • How to contribute test environments
  • How to contributrbute an algorithm to Ianvs
  • How to contribute test reports or leaderboards
  • How to contribute documentation

ROADMAP

  • Ianvs v0.1.0 release
  • Ianvs v0.2.0 release
  • Ianvs v0.3.0 release
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© Copyright 2022, KubeEdge SIG AI. Last updated on May 30, 2026.

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