| { |
| "label": "glm-reap-23b-strix_lean", |
| "endpoint": "http://node-b:18082", |
| "timestamp": "2026-06-27T18:12:30.765358+00:00", |
| "scenarios": [ |
| { |
| "scenario": "single", |
| "description": "Single tool call \u2014 model must call get_weather for Tokyo", |
| "status": "PASS", |
| "tool_match": true, |
| "tools_called": [ |
| "get_weather" |
| ], |
| "expected_tool": "get_weather", |
| "all_args_valid": true, |
| "final_answer_correct": true, |
| "final_answer_preview": "The current weather in Tokyo is:\n\n- **Temperature**: 22\u00b0C (72\u00b0F)\n- **Condition**: Partly cloudy\n- **Humidity**: 65%", |
| "turns_used": 2, |
| "max_turns": 3, |
| "efficiency": "OPTIMAL", |
| "total_time_s": 1.59, |
| "avg_tps": 38.5, |
| "turns": [ |
| { |
| "turn": 1, |
| "elapsed_s": 0.92, |
| "tps": 25.1, |
| "finish_reason": "tool_calls", |
| "content_preview": "I'll check the current weather in Tokyo for you.", |
| "tool_calls": [ |
| { |
| "name": "get_weather", |
| "args": { |
| "location": "Tokyo" |
| }, |
| "args_valid": true |
| } |
| ] |
| }, |
| { |
| "turn": 2, |
| "elapsed_s": 0.67, |
| "tps": 51.9, |
| "finish_reason": "stop", |
| "content_preview": "The current weather in Tokyo is:\n\n- **Temperature**: 22\u00b0C (72\u00b0F)\n- **Condition**: Partly cloudy\n- **Humidity**: 65%", |
| "tool_calls": [], |
| "final": true |
| } |
| ] |
| }, |
| { |
| "scenario": "chained", |
| "description": "Chained tool calls \u2014 calculate then use result", |
| "status": "PASS", |
| "tool_match": true, |
| "tools_called": [ |
| "calculate" |
| ], |
| "expected_tool": "calculate", |
| "all_args_valid": true, |
| "final_answer_correct": true, |
| "final_answer_preview": "15 * 37 = 555", |
| "turns_used": 2, |
| "max_turns": 3, |
| "efficiency": "OPTIMAL", |
| "total_time_s": 0.61, |
| "avg_tps": 35.8, |
| "turns": [ |
| { |
| "turn": 1, |
| "elapsed_s": 0.31, |
| "tps": 42.2, |
| "finish_reason": "tool_calls", |
| "content_preview": "", |
| "tool_calls": [ |
| { |
| "name": "calculate", |
| "args": { |
| "expression": "15 * 37" |
| }, |
| "args_valid": true |
| } |
| ] |
| }, |
| { |
| "turn": 2, |
| "elapsed_s": 0.31, |
| "tps": 29.3, |
| "finish_reason": "stop", |
| "content_preview": "15 * 37 = 555", |
| "tool_calls": [], |
| "final": true |
| } |
| ] |
| }, |
| { |
| "scenario": "multi_step", |
| "description": "Multi-step \u2014 compare weather in two cities", |
| "status": "PASS", |
| "tool_match": true, |
| "tools_called": [ |
| "get_weather", |
| "get_weather" |
| ], |
| "expected_tool": [ |
| "get_weather", |
| "get_weather" |
| ], |
| "all_args_valid": true, |
| "final_answer_correct": true, |
| "final_answer_preview": "Based on the current weather data:\n\n**Tokyo:** 22\u00b0C (partly cloudy, 65% humidity)\n**London:** 15\u00b0C (rainy, 80% humidity)\n\n**Tokyo is warmer** - it's 7 degrees hotter than London (22\u00b0C vs 15\u00b0C).", |
| "turns_used": 2, |
| "max_turns": 5, |
| "efficiency": "OPTIMAL", |
| "total_time_s": 1.94, |
| "avg_tps": 50.8, |
| "turns": [ |
| { |
| "turn": 1, |
| "elapsed_s": 0.72, |
| "tps": 50.2, |
| "finish_reason": "tool_calls", |
| "content_preview": "I'll get the current weather for both cities and then compare them.", |
| "tool_calls": [ |
| { |
| "name": "get_weather", |
| "args": { |
| "location": "Tokyo" |
| }, |
| "args_valid": true |
| }, |
| { |
| "name": "get_weather", |
| "args": { |
| "location": "London" |
| }, |
| "args_valid": true |
| } |
| ] |
| }, |
| { |
| "turn": 2, |
| "elapsed_s": 1.23, |
| "tps": 51.3, |
| "finish_reason": "stop", |
| "content_preview": "Based on the current weather data:\n\n**Tokyo:** 22\u00b0C (partly cloudy, 65% humidity)\n**London:** 15\u00b0C (rainy, 80% humidity)\n\n**Tokyo is warmer** - it's 7 degrees hotter than London (22\u00b0C vs 15\u00b0C).", |
| "tool_calls": [], |
| "final": true |
| } |
| ] |
| }, |
| { |
| "scenario": "search", |
| "description": "Search + extract \u2014 find info and report it", |
| "status": "PASS", |
| "tool_match": true, |
| "tools_called": [ |
| "search_web" |
| ], |
| "expected_tool": "search_web", |
| "all_args_valid": true, |
| "final_answer_correct": true, |
| "final_answer_preview": "According to the search results, the Eiffel Tower is **330 meters tall**.", |
| "turns_used": 2, |
| "max_turns": 3, |
| "efficiency": "OPTIMAL", |
| "total_time_s": 1.02, |
| "avg_tps": 46.8, |
| "turns": [ |
| { |
| "turn": 1, |
| "elapsed_s": 0.61, |
| "tps": 47.2, |
| "finish_reason": "tool_calls", |
| "content_preview": "I'll search for information about the Eiffel Tower's height.", |
| "tool_calls": [ |
| { |
| "name": "search_web", |
| "args": { |
| "query": "Eiffel Tower height" |
| }, |
| "args_valid": true |
| } |
| ] |
| }, |
| { |
| "turn": 2, |
| "elapsed_s": 0.41, |
| "tps": 46.4, |
| "finish_reason": "stop", |
| "content_preview": "According to the search results, the Eiffel Tower is **330 meters tall**.", |
| "tool_calls": [], |
| "final": true |
| } |
| ] |
| }, |
| { |
| "scenario": "error_recovery", |
| "description": "Error recovery \u2014 file doesn't exist, model should report it", |
| "status": "PASS", |
| "tool_match": true, |
| "tools_called": [ |
| "read_file" |
| ], |
| "expected_tool": "read_file", |
| "all_args_valid": true, |
| "final_answer_correct": true, |
| "final_answer_preview": "The file `/nonexistent/path.txt` does not exist. The system returned an error indicating that the file wasn't found.", |
| "turns_used": 2, |
| "max_turns": 3, |
| "efficiency": "OPTIMAL", |
| "total_time_s": 1.02, |
| "avg_tps": 48.9, |
| "turns": [ |
| { |
| "turn": 1, |
| "elapsed_s": 0.51, |
| "tps": 47.0, |
| "finish_reason": "tool_calls", |
| "content_preview": "I'll attempt to read the file for you.", |
| "tool_calls": [ |
| { |
| "name": "read_file", |
| "args": { |
| "path": "/nonexistent/path.txt" |
| }, |
| "args_valid": true |
| } |
| ] |
| }, |
| { |
| "turn": 2, |
| "elapsed_s": 0.51, |
| "tps": 50.8, |
| "finish_reason": "stop", |
| "content_preview": "The file `/nonexistent/path.txt` does not exist. The system returned an error indicating that the file wasn't found.", |
| "tool_calls": [], |
| "final": true |
| } |
| ] |
| } |
| ], |
| "overall_status": "PASS", |
| "pass_count": "5/5", |
| "framework": "hermes_loop_eval.py v1.0" |
| } |
