{
  "all_results": [
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      "name": "Qwen2.5-0.5B",
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        {
          "test": "Commande simple",
          "score": 7,
          "time": 3.418940305709839,
          "response": ".\n\nOutils: get_game_state(), move_units(unit_ids, ..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.8486745357513428,
          "response": "La commande \"move_units\" est utilisée pour déplace..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 3.3039634227752686,
          "response": ", je vais faire une tâche de base. Je vais essayer..."
        }
      ]
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        {
          "test": "Commande simple",
          "score": 7,
          "time": 6.516923427581787,
          "response": "Exemple: {\"tool\": \"get_game_state\", \"args\": {\"unit..."
        },
        {
          "test": "Action avec paramètres",
          "score": 7,
          "time": 6.65591287612915,
          "response": "Réponse: {\"tool\": \"move_units\", \"args\": {\"unit_ids..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 6.039392709732056,
          "response": ", but not too much. The user is asking for a respo..."
        }
      ]
    },
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      "name": "Gemma-3-1B",
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      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 7.20223069190979,
          "response": "```json\n{{\"tool\": \"get_game_state\", \"args\": {\"map\"..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 6.998988628387451,
          "response": "```python\nimport json\n\ndef move_units(unit_ids, ta..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 6.680315256118774,
          "response": ".\n\nA. 100\nB. 200\nC. 300\nD. 400\nE. 500\nF. 600\nG. 70..."
        }
      ]
    },
    {
      "name": "Gemma-3-270M",
      "avg_score": 4.666666666666667,
      "avg_time": 3.6990818977355957,
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      "tests": [
        {
          "test": "Commande simple",
          "score": 5,
          "time": 3.697866201400757,
          "response": "```\n**Explication:**\n\n* `get_game_state()` : Récup..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.690243721008301,
          "response": "```\n\n**Explication:**\n\n* `move_units` est un outil..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 3.7091357707977295,
          "response": ".\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\n..."
        }
      ]
    }
  ],
  "successful_models": [
    {
      "name": "Qwen2.5-0.5B",
      "avg_score": 4.0,
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      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 3.418940305709839,
          "response": ".\n\nOutils: get_game_state(), move_units(unit_ids, ..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.8486745357513428,
          "response": "La commande \"move_units\" est utilisée pour déplace..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 3.3039634227752686,
          "response": ", je vais faire une tâche de base. Je vais essayer..."
        }
      ]
    },
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        {
          "test": "Commande simple",
          "score": 7,
          "time": 6.516923427581787,
          "response": "Exemple: {\"tool\": \"get_game_state\", \"args\": {\"unit..."
        },
        {
          "test": "Action avec paramètres",
          "score": 7,
          "time": 6.65591287612915,
          "response": "Réponse: {\"tool\": \"move_units\", \"args\": {\"unit_ids..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 6.039392709732056,
          "response": ", but not too much. The user is asking for a respo..."
        }
      ]
    },
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        {
          "test": "Commande simple",
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          "time": 7.20223069190979,
          "response": "```json\n{{\"tool\": \"get_game_state\", \"args\": {\"map\"..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 6.998988628387451,
          "response": "```python\nimport json\n\ndef move_units(unit_ids, ta..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 6.680315256118774,
          "response": ".\n\nA. 100\nB. 200\nC. 300\nD. 400\nE. 500\nF. 600\nG. 70..."
        }
      ]
    },
    {
      "name": "Gemma-3-270M",
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      "avg_time": 3.6990818977355957,
      "efficiency": 1.2615743029434903,
      "tests": [
        {
          "test": "Commande simple",
          "score": 5,
          "time": 3.697866201400757,
          "response": "```\n**Explication:**\n\n* `get_game_state()` : Récup..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.690243721008301,
          "response": "```\n\n**Explication:**\n\n* `move_units` est un outil..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 3.7091357707977295,
          "response": ".\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\n..."
        }
      ]
    }
  ],
  "ranking_by_score": [
    {
      "name": "Qwen3-0.6B",
      "avg_score": 6.0,
      "avg_time": 6.404076337814331,
      "efficiency": 0.936903260283084,
      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 6.516923427581787,
          "response": "Exemple: {\"tool\": \"get_game_state\", \"args\": {\"unit..."
        },
        {
          "test": "Action avec paramètres",
          "score": 7,
          "time": 6.65591287612915,
          "response": "Réponse: {\"tool\": \"move_units\", \"args\": {\"unit_ids..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 6.039392709732056,
          "response": ", but not too much. The user is asking for a respo..."
        }
      ]
    },
    {
      "name": "Gemma-3-270M",
      "avg_score": 4.666666666666667,
      "avg_time": 3.6990818977355957,
      "efficiency": 1.2615743029434903,
      "tests": [
        {
          "test": "Commande simple",
          "score": 5,
          "time": 3.697866201400757,
          "response": "```\n**Explication:**\n\n* `get_game_state()` : Récup..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.690243721008301,
          "response": "```\n\n**Explication:**\n\n* `move_units` est un outil..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 3.7091357707977295,
          "response": ".\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\n..."
        }
      ]
    },
    {
      "name": "Qwen2.5-0.5B",
      "avg_score": 4.0,
      "avg_time": 3.52385942141215,
      "efficiency": 1.1351190617011169,
      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 3.418940305709839,
          "response": ".\n\nOutils: get_game_state(), move_units(unit_ids, ..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.8486745357513428,
          "response": "La commande \"move_units\" est utilisée pour déplace..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 3.3039634227752686,
          "response": ", je vais faire une tâche de base. Je vais essayer..."
        }
      ]
    },
    {
      "name": "Gemma-3-1B",
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      "avg_time": 6.960511525472005,
      "efficiency": 0.5746704082540475,
      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 7.20223069190979,
          "response": "```json\n{{\"tool\": \"get_game_state\", \"args\": {\"map\"..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 6.998988628387451,
          "response": "```python\nimport json\n\ndef move_units(unit_ids, ta..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 6.680315256118774,
          "response": ".\n\nA. 100\nB. 200\nC. 300\nD. 400\nE. 500\nF. 600\nG. 70..."
        }
      ]
    }
  ],
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    {
      "name": "Gemma-3-270M",
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      "tests": [
        {
          "test": "Commande simple",
          "score": 5,
          "time": 3.697866201400757,
          "response": "```\n**Explication:**\n\n* `get_game_state()` : Récup..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.690243721008301,
          "response": "```\n\n**Explication:**\n\n* `move_units` est un outil..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 3.7091357707977295,
          "response": ".\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\n..."
        }
      ]
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    {
      "name": "Qwen2.5-0.5B",
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        {
          "test": "Commande simple",
          "score": 7,
          "time": 3.418940305709839,
          "response": ".\n\nOutils: get_game_state(), move_units(unit_ids, ..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 3.8486745357513428,
          "response": "La commande \"move_units\" est utilisée pour déplace..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 3.3039634227752686,
          "response": ", je vais faire une tâche de base. Je vais essayer..."
        }
      ]
    },
    {
      "name": "Qwen3-0.6B",
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      "avg_time": 6.404076337814331,
      "efficiency": 0.936903260283084,
      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 6.516923427581787,
          "response": "Exemple: {\"tool\": \"get_game_state\", \"args\": {\"unit..."
        },
        {
          "test": "Action avec paramètres",
          "score": 7,
          "time": 6.65591287612915,
          "response": "Réponse: {\"tool\": \"move_units\", \"args\": {\"unit_ids..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 4,
          "time": 6.039392709732056,
          "response": ", but not too much. The user is asking for a respo..."
        }
      ]
    },
    {
      "name": "Gemma-3-1B",
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      "avg_time": 6.960511525472005,
      "efficiency": 0.5746704082540475,
      "tests": [
        {
          "test": "Commande simple",
          "score": 7,
          "time": 7.20223069190979,
          "response": "```json\n{{\"tool\": \"get_game_state\", \"args\": {\"map\"..."
        },
        {
          "test": "Action avec paramètres",
          "score": 5,
          "time": 6.998988628387451,
          "response": "```python\nimport json\n\ndef move_units(unit_ids, ta..."
        },
        {
          "test": "Vitesse de réponse",
          "score": 0,
          "time": 6.680315256118774,
          "response": ".\n\nA. 100\nB. 200\nC. 300\nD. 400\nE. 500\nF. 600\nG. 70..."
        }
      ]
    }
  ],
  "best_overall": {
    "name": "Qwen3-0.6B",
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    "avg_time": 6.404076337814331,
    "efficiency": 0.936903260283084,
    "tests": [
      {
        "test": "Commande simple",
        "score": 7,
        "time": 6.516923427581787,
        "response": "Exemple: {\"tool\": \"get_game_state\", \"args\": {\"unit..."
      },
      {
        "test": "Action avec paramètres",
        "score": 7,
        "time": 6.65591287612915,
        "response": "Réponse: {\"tool\": \"move_units\", \"args\": {\"unit_ids..."
      },
      {
        "test": "Vitesse de réponse",
        "score": 4,
        "time": 6.039392709732056,
        "response": ", but not too much. The user is asking for a respo..."
      }
    ]
  },
  "most_efficient": {
    "name": "Gemma-3-270M",
    "avg_score": 4.666666666666667,
    "avg_time": 3.6990818977355957,
    "efficiency": 1.2615743029434903,
    "tests": [
      {
        "test": "Commande simple",
        "score": 5,
        "time": 3.697866201400757,
        "response": "```\n**Explication:**\n\n* `get_game_state()` : Récup..."
      },
      {
        "test": "Action avec paramètres",
        "score": 5,
        "time": 3.690243721008301,
        "response": "```\n\n**Explication:**\n\n* `move_units` est un outil..."
      },
      {
        "test": "Vitesse de réponse",
        "score": 4,
        "time": 3.7091357707977295,
        "response": ".\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\nOK.\n..."
      }
    ]
  }
}