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AI/ML Evaluation Framework

Tutorials, Tests and Examples

The AI/ML Evaluation Framework's own repository, 5G-MAG/rt-ai-ml-evaluation-framework, is currently private, so this page cannot yet walk through AI/ML-specific commands against it. What you can run today is the shared 6G Testbed, which the AI/ML Evaluation Framework builds on for network emulation and AI traffic characterisation.

Quickstart: run the shared 6G Testbed today

  1. Read the 6G Testbed scope page for the testbed's two building blocks (network emulator and AI traffic characterisation framework) and how they fit together.
  2. Follow the Introduction to the 6G Testbed tutorial, a video walkthrough of both parts running together.
  3. Clone 5G-MAG/6G-Testbed and follow its README for setup instructions and running a scenario against an emulated network profile.

AI/ML-specific quickstart: coming once the repository is public

5G-MAG/rt-ai-ml-evaluation-framework is currently private. Once it is public, this page will be updated with a step-by-step quickstart specific to the AI/ML Evaluation Framework itself (benchmarks, datasets, and how they connect to the 6G Testbed's traffic-characterisation output). This is a known gap, not an oversight: in the meantime, request early access to the repository, or check the Resources page for its current public/private status.

See the Scope page for what the framework covers.

In Action

Developer Exchange

No AI/ML Evaluation Framework-specific videos are curated here yet. In the meantime, here's what's recent from the wider Developer Exchange:

In Action

Connecting MBSTF to the MBS System - Developer Exchange

Josep Ribes Rodríguez-Moldes (iTEAM-UPV)

In Action

Introducing the Avatar Real-Time Communication Project - Developer Exchange

Nils Duval (Motion Spell)

In Action

5G Media Streaming: Latest Additions - Developer Exchange

Daniel Silhavy (Fraunhofer FOKUS)

In Action

MBS User Services for 5G MBS (Release 18) - Developer Exchange

Richard Bradbury, Dev Audsin and David Waring (BBC)

In Action

Advanced Media Delivery: CMCD Metrics in Action - Developer Exchange

Shilin Ding (Qualcomm)

In Action

Initial steps exposing APIs to AI systems through the MCP - Developer Exchange

Aarón Montilla (iTEAM-UPV)

Browse all 5G-MAG videos →