{"taskset": {"n_runnable": 0, "name": "Berkeley Function Calling Leaderboard (BFCL)", "url_data": "https://huggingface.co/datasets/gorilla-llm/Berkeley-Function-Calling-Leaderboard", "catalog_id": "bfcl", "owner_type": "academic", "cited_by": [], "taskset": "bfcl_parity", "domain": "tool-use", "task_kind": "function calling (single, parallel, multi-turn)", "environment": "api-sim", "grading": "state-check", "path": "datasets/bfcl_parity", "n_single_container": 123, "n_tasks": 123, "domain_raw": "tool-use", "sample_instruction": "# Task\n\nWhat is the current time in New York City?\n\n## Available Functions\n\nBased on the question, you will need to make one or more function/tool calls to achieve the purpose. If none of the functions can be used, do not invoke any function. If the given question lacks the parameters required by the function, do not invoke the function.\n\nHere is a list of functions in JSON format that you can invoke.\n[\n    {\n        \"name\": \"weather_forecast.get\",\n        \"description\": \"Retrieve the current weather forecast for a specific location.\",\n        \"parameters\": {\n            \"type\": \"dict\",\n            \"properties\": {\n                \"location\": {\n                    \"type\": \"string\",\n                    \"description\": \"The location you want to retrieve the weather for.\"\n                },\n                \"hour\": {\n                    \"type\": \"integer\",\n                    \"description\": \"The hour of the day in 24-hour format (optional). If not provided, the current hour will be used. Default: 24\"\n                }\n            },\n            \"required\": [\n                \"location\"\n            ]\n        }\n    }\n]\n\n## Output\n\nAnalyze the request and determine the appropriate function call(s). \nWrite ONLY a JSON array to `/app/result.json`.\n\nFormat:\n- If a function applies: `[{\"function_name\": {\"param1\": \"value1\"}}]`\n- If no function applies: `[]`\n\nExample:\n```bash\necho '[{\"get_weather\": {\"city\": \"NYC\"}}]' > /app/result.json\n```\n\nIMPORTANT: You MUST execute the command to write the", "owner_org": "UC Berkeley (Gorilla)", "url_repo": "https://github.com/ShishirPatil/gorilla", "url_paper": null, "license": "apache-2.0", "languages": [], "difficulties": {"medium": 123}, "categories": ["function_calling"]}, "tasks": [{"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-103", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-123", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-13", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-15", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-154", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-161", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-3", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-irrelevance-53", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-103-3-0", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-122-9-2", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-125-11-0", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-127-11-2", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-179-30-0", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, "difficulty": "medium", "language": "", "oracle": null, "runnable": false, "tags": [], "task": "bfcl-live-irrelevance-184-31-3", "taskset": "bfcl_parity"}, {"agent_timeout": 300, "category": "function_calling", "compose": false, 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