{
  "_model_type_friendly": "duo",
  "_aggregate_brand": "Darwin-60B-DUO",
  "architectures": [
    "DarwinDuoOrchestrator"
  ],
  "description": "Darwin family DUO — two SOTA constituents (English reasoning + Korean) served via a single OpenAI-compatible gateway. This repo contains the orchestrator gateway code; backend weights are fetched from the constituent repos at runtime.",
  "constituents": [
    {
      "role": "english_reasoning_specialist",
      "model_id": "FINAL-Bench/Darwin-28B-REASON",
      "served_name": "darwin-28r",
      "architecture": "qwen3_5",
      "params_total": 26895998464,
      "params_billion": 26.9,
      "verified_rank": "Hugging Face GPQA Diamond #3",
      "default_port": 8021,
      "default_dp_master_port": 45011,
      "quantization_recommended": "fp8",
      "vllm_extra_args": [
        "--enforce-eager",
        "--limit-mm-per-prompt", "{\"image\":0,\"video\":0}"
      ]
    },
    {
      "role": "korean_specialist",
      "model_id": "Anserwise/AWAXIS-Think-31B",
      "served_name": "awaxis-31b",
      "architecture": "gemma4",
      "params_total": 31273086512,
      "params_billion": 31.27,
      "verified_rank": "National K-AI Leaderboard (MSIT, Korea) #1",
      "darwin_family_branch": "korean_specialist (Gemma-4 base)",
      "default_port": 8022,
      "default_dp_master_port": 45012,
      "quantization_recommended": "fp8",
      "vllm_extra_args": [
        "--enforce-eager",
        "--limit-mm-per-prompt", "{\"image\":0,\"video\":0}"
      ]
    }
  ],
  "aggregate_params_total": 58169085976,
  "aggregate_params_billion": 58.17,
  "active_params_router_mode_billion": 30,
  "active_params_ensemble_mode_billion": 60,
  "orchestration": {
    "strategy_name": "Hybrid-A",
    "version": "1.0",
    "distribution": {
      "route_korean": 0.50,
      "route_english": 0.20,
      "split_korean_with_reasoning": 0.15,
      "split_english_with_korean_context": 0.05,
      "ensemble_v1_mcq": 0.10
    },
    "average_cost_multiplier": 1.3,
    "modes": ["route", "split_refine", "ensemble_v1"]
  },
  "gateway": {
    "port": 8000,
    "served_model_name": "darwin-60b-duo",
    "openai_compatible": true,
    "endpoints": ["/v1/models", "/v1/chat/completions", "/v1/completions"]
  },
  "transformers_compatible": false,
  "_note": "This is NOT a direct transformers AutoModel.from_pretrained() target. Use the gateway (gateway/server.py) or Docker Compose (docker/docker-compose.yml). See README for full usage."
}