AMD Developer Hackathon: Act II · Track 1

Juggernaut Router

Hybrid token-efficient routing agent that selects the cheapest sufficient Fireworks model while preserving answer quality.

Status: Demo landing page prepared for submission testing. Final repository, Docker image, benchmarks, and demo media will be linked before final submission.

Goal

Complete standardized evaluation tasks while minimizing token usage through routing, validation, and safe escalation.

Routing Strategy

  • Classify task type and risk.
  • Select the lowest-cost sufficient model.
  • Validate the returned answer.
  • Escalate only when output is malformed or unsafe for scoring.

Allowed Model Aliases

  • minimax-m3
  • kimi-k2p7-code
  • gemma-4-31b-it
  • gemma-4-26b-a4b-it
  • gemma-4-31b-it-nvfp4

Evaluation Notes

Final submission will provide an accessible Docker image and public repository. Fireworks inference will be routed through the configured hackathon environment variables.

Submission Links

Replace these placeholders before final submission.

GitHub Repository
Pending final public repository URL
Docker Image
Pending final GHCR/Docker Hub image reference
Video Demo
Pending final video
Pitch Deck
Pending final PDF

Expected Final Run Pattern

docker pull ghcr.io/<user-or-team>/juggernaut-router:<tag>
docker run --rm \
  -e FIREWORKS_API_KEY="$FIREWORKS_API_KEY" \
  -e FIREWORKS_BASE_URL="$FIREWORKS_BASE_URL" \
  ghcr.io/<user-or-team>/juggernaut-router:<tag>