| { |
| "name": "colloquial_tool_router_repair_loop", |
| "status": "failed_acceptance_thresholds", |
| "acceptance_thresholds": { |
| "structured_tool_eval_overall": ">=95%", |
| "generic_prompt_correct": ">=80% including weather/browser and terminal", |
| "text_tool_leaks": "0", |
| "no_tool_false_positive": "<=5%", |
| "tool_result_finalization": ">=90%" |
| }, |
| "main_failure": "terminal and repo-search colloquial prompts still route to browser_navigate or bash under structured OpenAI tool_calls", |
| "eval_summaries": { |
| "iter02_pretrain_colloquial_openai_parser_disabled": { |
| "passed": 16, |
| "total": 20, |
| "overall_rate": 0.8, |
| "tool_cases": 13, |
| "structured_tool_cases_passed": 9, |
| "structured_tool_rate": 0.6923, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "false_positive_tool_rate": 0.0, |
| "finalization_cases": 3, |
| "finalization_passed": 3, |
| "finalization_rate": 1.0, |
| "finish_reason_tool_calls": 13, |
| "content_text_tool_leaks": 0, |
| "category_metrics": { |
| "browser": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "calculator": { |
| "passed": 2, |
| "total": 2, |
| "rate": 1.0 |
| }, |
| "file": { |
| "passed": 2, |
| "total": 3, |
| "rate": 0.6667 |
| }, |
| "finalization": { |
| "passed": 3, |
| "total": 3, |
| "rate": 1.0 |
| }, |
| "no_tool": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "terminal": { |
| "passed": 1, |
| "total": 4, |
| "rate": 0.25 |
| } |
| }, |
| "failures": { |
| "generic_terminal_echo": "wrong_tool:browser_navigate", |
| "generic_terminal_pwd": "wrong_tool:browser_navigate", |
| "generic_terminal_ls": "wrong_tool:bash", |
| "generic_search_repo": "wrong_tool:browser_navigate" |
| } |
| }, |
| "iter02_colloquial_openai_parser_disabled": { |
| "passed": 16, |
| "total": 20, |
| "overall_rate": 0.8, |
| "tool_cases": 13, |
| "structured_tool_cases_passed": 9, |
| "structured_tool_rate": 0.6923, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "false_positive_tool_rate": 0.0, |
| "finalization_cases": 3, |
| "finalization_passed": 3, |
| "finalization_rate": 1.0, |
| "finish_reason_tool_calls": 13, |
| "content_text_tool_leaks": 0, |
| "category_metrics": { |
| "browser": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "calculator": { |
| "passed": 2, |
| "total": 2, |
| "rate": 1.0 |
| }, |
| "file": { |
| "passed": 2, |
| "total": 3, |
| "rate": 0.6667 |
| }, |
| "finalization": { |
| "passed": 3, |
| "total": 3, |
| "rate": 1.0 |
| }, |
| "no_tool": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "terminal": { |
| "passed": 1, |
| "total": 4, |
| "rate": 0.25 |
| } |
| }, |
| "failures": { |
| "generic_terminal_echo": "wrong_tool:browser_navigate", |
| "generic_terminal_pwd": "wrong_tool:browser_navigate", |
| "generic_terminal_ls": "wrong_tool:bash", |
| "generic_search_repo": "wrong_tool:browser_navigate" |
| } |
| }, |
| "iter03_colloquial_openai_parser_disabled": { |
| "passed": 16, |
| "total": 20, |
| "overall_rate": 0.8, |
| "tool_cases": 13, |
| "structured_tool_cases_passed": 9, |
| "structured_tool_rate": 0.6923, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "false_positive_tool_rate": 0.0, |
| "finalization_cases": 3, |
| "finalization_passed": 3, |
| "finalization_rate": 1.0, |
| "finish_reason_tool_calls": 13, |
| "content_text_tool_leaks": 0, |
| "category_metrics": { |
| "browser": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "calculator": { |
| "passed": 2, |
| "total": 2, |
| "rate": 1.0 |
| }, |
| "file": { |
| "passed": 2, |
| "total": 3, |
| "rate": 0.6667 |
| }, |
| "finalization": { |
| "passed": 3, |
| "total": 3, |
| "rate": 1.0 |
| }, |
| "no_tool": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "terminal": { |
| "passed": 1, |
| "total": 4, |
| "rate": 0.25 |
| } |
| }, |
| "failures": { |
| "generic_terminal_echo": "wrong_tool:browser_navigate", |
| "generic_terminal_pwd": "wrong_tool:browser_navigate", |
| "generic_terminal_ls": "wrong_tool:bash", |
| "generic_search_repo": "wrong_tool:browser_navigate" |
| } |
| }, |
| "iter04_masked_colloquial_openai_parser_disabled": { |
| "passed": 16, |
| "total": 20, |
| "overall_rate": 0.8, |
| "tool_cases": 13, |
| "structured_tool_cases_passed": 9, |
| "structured_tool_rate": 0.6923, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "false_positive_tool_rate": 0.0, |
| "finalization_cases": 3, |
| "finalization_passed": 3, |
| "finalization_rate": 1.0, |
| "finish_reason_tool_calls": 13, |
| "content_text_tool_leaks": 0, |
| "category_metrics": { |
| "browser": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "calculator": { |
| "passed": 2, |
| "total": 2, |
| "rate": 1.0 |
| }, |
| "file": { |
| "passed": 2, |
| "total": 3, |
| "rate": 0.6667 |
| }, |
| "finalization": { |
| "passed": 3, |
| "total": 3, |
| "rate": 1.0 |
| }, |
| "no_tool": { |
| "passed": 4, |
| "total": 4, |
| "rate": 1.0 |
| }, |
| "terminal": { |
| "passed": 1, |
| "total": 4, |
| "rate": 0.25 |
| } |
| }, |
| "failures": { |
| "generic_terminal_echo": "wrong_tool:browser_navigate", |
| "generic_terminal_pwd": "wrong_tool:browser_navigate", |
| "generic_terminal_ls": "wrong_tool:bash", |
| "generic_search_repo": "wrong_tool:browser_navigate" |
| } |
| }, |
| "current_recheck_openai_tool_calls_parser_disabled": { |
| "passed": 11, |
| "total": 12, |
| "tool_cases": 8, |
| "structured_tool_cases_passed": 8, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 3, |
| "finish_reason_tool_calls": 8, |
| "content_text_tool_leaks": 0, |
| "failures": { |
| "tool_result_final_calc": "content_mismatch" |
| } |
| }, |
| "iter02_openai_tool_calls_parser_disabled": { |
| "passed": 12, |
| "total": 12, |
| "tool_cases": 8, |
| "structured_tool_cases_passed": 8, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "finish_reason_tool_calls": 8, |
| "content_text_tool_leaks": 0, |
| "failures": {} |
| }, |
| "iter03_openai_tool_calls_parser_disabled": { |
| "passed": 12, |
| "total": 12, |
| "tool_cases": 8, |
| "structured_tool_cases_passed": 8, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "finish_reason_tool_calls": 8, |
| "content_text_tool_leaks": 0, |
| "failures": {} |
| }, |
| "iter04_masked_openai_tool_calls_parser_disabled": { |
| "passed": 12, |
| "total": 12, |
| "tool_cases": 8, |
| "structured_tool_cases_passed": 8, |
| "no_tool_cases": 4, |
| "no_tool_cases_passed": 4, |
| "finish_reason_tool_calls": 8, |
| "content_text_tool_leaks": 0, |
| "failures": {} |
| } |
| }, |
| "training_summaries": { |
| "lora_tool_router_iter02": { |
| "last_train": [ |
| "800", |
| "0.068", |
| "335.383", |
| "92279", |
| "11.108 GB" |
| ], |
| "last_val": [ |
| "800", |
| "0.077" |
| ], |
| "peak_mem_gb": 11.108 |
| }, |
| "lora_tool_router_iter03": { |
| "last_train": [ |
| "800", |
| "0.018", |
| "555.559", |
| "345450", |
| "11.452 GB" |
| ], |
| "last_val": [ |
| "800", |
| "0.018" |
| ], |
| "peak_mem_gb": 11.452 |
| }, |
| "lora_tool_router_iter04_masked": { |
| "last_train": [ |
| "600", |
| "0.000", |
| "25.934", |
| "11599", |
| "11.507 GB" |
| ], |
| "last_val": [ |
| "600", |
| "0.000" |
| ], |
| "peak_mem_gb": 11.507 |
| } |
| }, |
| "artifacts": { |
| "iter02_dataset": "artifacts/repair_datasets/iter02_colloquial_router", |
| "iter03_server_template_dataset": "artifacts/repair_datasets/iter03_colloquial_router_server_template", |
| "iter04_chat_masked_dataset": "artifacts/repair_datasets/iter04_colloquial_router_chat_masked", |
| "iter02_adapter": "artifacts/adapters/lfm_tool_router_iter02", |
| "iter03_adapter": "artifacts/adapters/lfm_tool_router_iter03", |
| "iter04_masked_adapter": "artifacts/adapters/lfm_tool_router_iter04_masked" |
| }, |
| "decision": "do_not_fuse_or_publish_as_final_model_update; retain adapter artifacts and evals for analysis only" |
| } |
