catalog_recommendation.json

{
  "model_id": "/mnt/d/Development/Libraries/Mistral-Nemo-Instruct-2407-AWQ_20260529_152601",
  "recommendations": [
    {
      "runner": "quantized_vllm",
      "uses": [
        {
          "evidence": {
            "toolcall_only_pass_rate": "1.000",
            "toolcall_pass_rate": "1.000"
          },
          "use": "Tool-calling agents (function/tool dispatch + final response)"
        },
        {
          "evidence": {
            "stateful_followup_pass_rate": "1.000"
          },
          "use": "Stateful multi-turn agents (follow-up memory across turns)"
        },
        {
          "evidence": {
            "json_multistep_pass_rate": "0.400"
          },
          "use": "JSON multi-step with validation/repair loop (moderate reliability)"
        },
        {
          "evidence": {
            "json_bucket_score_avg": "10.000"
          },
          "use": "Structured JSON outputs (single-step) with high fidelity"
        }
      ]
    }
  ],
  "run_id": "20260629_184555",
  "schema_version": 1,
  "version_tag": "v7.21"
}