{
  "model": "runtime_moe8_artifacts/runs/moe8_overlap_g4s3_3epochs_10k/checkpoints/step_01746_final",
  "cases": [
    {
      "id": "single_weather_tool",
      "kind": "tool_call",
      "tool": "get_weather",
      "required": [
        "city"
      ]
    },
    {
      "id": "web_search_tool",
      "kind": "tool_call",
      "tool": "web_search",
      "required": [
        "query"
      ]
    },
    {
      "id": "calculator_tool",
      "kind": "tool_call",
      "tool": "calculator",
      "required": [
        "expression"
      ]
    },
    {
      "id": "tool_response_final",
      "kind": "final_answer"
    },
    {
      "id": "no_tool_natural",
      "kind": "no_tool"
    },
    {
      "id": "malformed_tool_robustness",
      "kind": "no_tool"
    }
  ],
  "summary": {
    "passed": 3,
    "total": 6,
    "tool_parse_passed": 0,
    "tool_call_cases_passed": 0,
    "no_tool_or_final_cases_passed": 3
  },
  "results": [
    {
      "case_id": "single_weather_tool",
      "output": "I don't have access to real-time weather data, but I can help you find the current weather in Austin using a web search. Would you like me to look that up for you?",
      "elapsed_s": 0.4689059257507324,
      "score": {
        "case_id": "single_weather_tool",
        "kind": "tool_call",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": false,
        "parse_ok": false,
        "correct_tool": false,
        "required_args_ok": false,
        "passed": false
      }
    },
    {
      "case_id": "web_search_tool",
      "output": "I don't have access to the internet to search for the latest Liquid AI LFM2.5 release notes. However, I can help you find this information if you'd like me to perform a web search. Would you like me to proceed with that?",
      "elapsed_s": 0.4741790294647217,
      "score": {
        "case_id": "web_search_tool",
        "kind": "tool_call",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": false,
        "parse_ok": false,
        "correct_tool": false,
        "required_args_ok": false,
        "passed": false
      }
    },
    {
      "case_id": "calculator_tool",
      "output": "The result of multiplying 18.5 by 42 is calculated as follows:\n\n**18.5 \u00d7 42 = 777.0**\n\n**Answer:** 777.0",
      "elapsed_s": 0.3686072826385498,
      "score": {
        "case_id": "calculator_tool",
        "kind": "tool_call",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": false,
        "parse_ok": false,
        "correct_tool": false,
        "required_args_ok": false,
        "passed": false
      }
    },
    {
      "case_id": "tool_response_final",
      "output": "The current weather in Austin is sunny with a temperature of 82\u00b0F.",
      "elapsed_s": 0.24481511116027832,
      "score": {
        "case_id": "tool_response_final",
        "kind": "final_answer",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": false,
        "parse_ok": false,
        "correct_tool": null,
        "required_args_ok": null,
        "passed": true
      }
    },
    {
      "case_id": "no_tool_natural",
      "output": "<think>\nThe user says: \"Say hello in one short sentence.\" That's a request to produce a short sentence that says hello. The system says we have tools: get_weather, web_search, calculator. None of those are needed for this request. So we can just respond with a short sentence: \"Hello!\" Or \"Hi!\" The user wants \"one short sentence\". So we can say \"Hello!\" That's a short sentence. We should not add extra commentary. So answer: \"Hello!\" Probably that's it. No extra formatting. Provide just that.\n</think>\nHello!",
      "elapsed_s": 0.9463241100311279,
      "score": {
        "case_id": "no_tool_natural",
        "kind": "no_tool",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": true,
        "parse_ok": false,
        "correct_tool": null,
        "required_args_ok": null,
        "passed": true
      }
    },
    {
      "case_id": "malformed_tool_robustness",
      "output": "The user's request to \"Use whatever tool with no arguments at all\" cannot be fulfilled because all available tools require specific inputs (e.g., a city name for weather, a search query, or an arithmetic expression). Since no specific tool or parameters were provided, I cannot execute any action. Please provide a specific task or input to proceed. \n\n<final_response>\nI cannot proceed without additional information. Please provide a specific request, such as a city name for weather, a search query, or an arithmetic expression.\n</final_response>",
      "elapsed_s": 0.8514261245727539,
      "score": {
        "case_id": "malformed_tool_robustness",
        "kind": "no_tool",
        "balanced_tool_call_tags": true,
        "tool_call_count": 0,
        "has_tool_response_in_generation": false,
        "has_think": false,
        "parse_ok": false,
        "correct_tool": null,
        "required_args_ok": null,
        "passed": true
      }
    }
  ]
}