diff --git "a/logs/application/app_2025-11-03.log" "b/logs/application/app_2025-11-03.log"
--- "a/logs/application/app_2025-11-03.log"
+++ "b/logs/application/app_2025-11-03.log"
@@ -404,3 +404,147 @@
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+{"text": "Shutting down\n", "record": {"elapsed": {"repr": "0:40:49.624558", "seconds": 2449.624558}, "exception": null, "extra": {}, "file": {"name": "server.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/uvicorn/server.py"}, "function": "shutdown", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 263, "message": "Shutting down", "module": "server", "name": "uvicorn.server", "process": {"id": 95392, "name": "SpawnProcess-9"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:45.470149+05:30", "timestamp": 1762179885.470149}}}
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+{"text": "Centralized logging system initialized\n", "record": {"elapsed": {"repr": "0:00:03.499604", "seconds": 3.499604}, "exception": null, "extra": {}, "file": {"name": "logger.py", "path": "/Users/itobuz/projects/office/text_auth/utils/logger.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 140, "message": "Centralized logging system initialized", "module": "logger", "name": "utils.logger", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.474512+05:30", "timestamp": 1762179889.474512}}}
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+{"text": "Log Level: INFO\n", "record": {"elapsed": {"repr": "0:00:03.499869", "seconds": 3.499869}, "exception": null, "extra": {}, "file": {"name": "logger.py", "path": "/Users/itobuz/projects/office/text_auth/utils/logger.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 142, "message": "Log Level: INFO", "module": "logger", "name": "utils.logger", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.474777+05:30", "timestamp": 1762179889.474777}}}
+{"text": "Log Directory: /Users/itobuz/projects/office/text_auth/logs\n", "record": {"elapsed": {"repr": "0:00:03.499943", "seconds": 3.499943}, "exception": null, "extra": {}, "file": {"name": "logger.py", "path": "/Users/itobuz/projects/office/text_auth/utils/logger.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 143, "message": "Log Directory: /Users/itobuz/projects/office/text_auth/logs", "module": "logger", "name": "utils.logger", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.474851+05:30", "timestamp": 1762179889.474851}}}
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+{"text": "TEXT-AUTH API Starting Up...\n", "record": {"elapsed": {"repr": "0:00:03.500215", "seconds": 3.500215}, "exception": null, "extra": {}, "file": {"name": "text_auth_app.py", "path": "/Users/itobuz/projects/office/text_auth/text_auth_app.py"}, "function": "startup_event", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 370, "message": "TEXT-AUTH API Starting Up...", "module": "text_auth_app", "name": "text_auth_app", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.475123+05:30", "timestamp": 1762179889.475123}}}
+{"text": "================================================================================\n", "record": {"elapsed": {"repr": "0:00:03.500301", "seconds": 3.500301}, "exception": null, "extra": {}, "file": {"name": "text_auth_app.py", "path": "/Users/itobuz/projects/office/text_auth/text_auth_app.py"}, "function": "startup_event", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 371, "message": "================================================================================", "module": "text_auth_app", "name": "text_auth_app", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.475209+05:30", "timestamp": 1762179889.475209}}}
+{"text": "Initializing Detection Orchestrator...\n", "record": {"elapsed": {"repr": "0:00:03.500376", "seconds": 3.500376}, "exception": null, "extra": {}, "file": {"name": "text_auth_app.py", "path": "/Users/itobuz/projects/office/text_auth/text_auth_app.py"}, "function": "startup_event", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 375, "message": "Initializing Detection Orchestrator...", "module": "text_auth_app", "name": "text_auth_app", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.475284+05:30", "timestamp": 1762179889.475284}}}
+{"text": "TextProcessor initialized with min_length=50, max_length=500000\n", "record": {"elapsed": {"repr": "0:00:03.500451", "seconds": 3.500451}, "exception": null, "extra": {}, "file": {"name": "text_processor.py", "path": "/Users/itobuz/projects/office/text_auth/processors/text_processor.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 107, "message": "TextProcessor initialized with min_length=50, max_length=500000", "module": "text_processor", "name": "processors.text_processor", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.475359+05:30", "timestamp": 1762179889.475359}}}
+{"text": "ModelManager initialized with device: cpu\n", "record": {"elapsed": {"repr": "0:00:03.501021", "seconds": 3.501021}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 132, "message": "ModelManager initialized with device: cpu", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.475929+05:30", "timestamp": 1762179889.475929}}}
+{"text": "Model cache directory: /Users/itobuz/projects/office/text_auth/models/cache\n", "record": {"elapsed": {"repr": "0:00:03.501156", "seconds": 3.501156}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 133, "message": "Model cache directory: /Users/itobuz/projects/office/text_auth/models/cache", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.476064+05:30", "timestamp": 1762179889.476064}}}
+{"text": "LanguageDetector initialized (use_model=True)\n", "record": {"elapsed": {"repr": "0:00:03.501251", "seconds": 3.501251}, "exception": null, "extra": {}, "file": {"name": "language_detector.py", "path": "/Users/itobuz/projects/office/text_auth/processors/language_detector.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 182, "message": "LanguageDetector initialized (use_model=True)", "module": "language_detector", "name": "processors.language_detector", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.476159+05:30", "timestamp": 1762179889.476159}}}
+{"text": "Initialized 6 metrics: ['structural', 'entropy', 'perplexity', 'semantic_analysis', 'linguistic', 'multi_perturbation_stability']\n", "record": {"elapsed": {"repr": "0:00:03.501360", "seconds": 3.50136}, "exception": null, "extra": {}, "file": {"name": "orchestrator.py", "path": "/Users/itobuz/projects/office/text_auth/detector/orchestrator.py"}, "function": "_initialize_metrics", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 189, "message": "Initialized 6 metrics: ['structural', 'entropy', 'perplexity', 'semantic_analysis', 'linguistic', 'multi_perturbation_stability']", "module": "orchestrator", "name": "detector.orchestrator", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.476268+05:30", "timestamp": 1762179889.476268}}}
+{"text": "AdvancedEnsembleClassifier initialized (primary=confidence_calibrated, fallback=domain_weighted, ml_ensemble=False)\n", "record": {"elapsed": {"repr": "0:00:03.501445", "seconds": 3.501445}, "exception": null, "extra": {}, "file": {"name": "ensemble.py", "path": "/Users/itobuz/projects/office/text_auth/detector/ensemble.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 91, "message": "AdvancedEnsembleClassifier initialized (primary=confidence_calibrated, fallback=domain_weighted, ml_ensemble=False)", "module": "ensemble", "name": "detector.ensemble", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.476353+05:30", "timestamp": 1762179889.476353}}}
+{"text": "DetectionOrchestrator initialized (language_detection=True, skip_expensive=False)\n", "record": {"elapsed": {"repr": "0:00:03.502094", "seconds": 3.502094}, "exception": null, "extra": {}, "file": {"name": "orchestrator.py", "path": "/Users/itobuz/projects/office/text_auth/detector/orchestrator.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 132, "message": "DetectionOrchestrator initialized (language_detection=True, skip_expensive=False)", "module": "orchestrator", "name": "detector.orchestrator", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.477002+05:30", "timestamp": 1762179889.477002}}}
+{"text": "Initializing detection pipeline...\n", "record": {"elapsed": {"repr": "0:00:03.502191", "seconds": 3.502191}, "exception": null, "extra": {}, "file": {"name": "orchestrator.py", "path": "/Users/itobuz/projects/office/text_auth/detector/orchestrator.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 202, "message": "Initializing detection pipeline...", "module": "orchestrator", "name": "detector.orchestrator", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.477099+05:30", "timestamp": 1762179889.477099}}}
+{"text": "Initializing domain classifier...\n", "record": {"elapsed": {"repr": "0:00:03.502261", "seconds": 3.502261}, "exception": null, "extra": {}, "file": {"name": "domain_classifier.py", "path": "/Users/itobuz/projects/office/text_auth/processors/domain_classifier.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 61, "message": "Initializing domain classifier...", "module": "domain_classifier", "name": "processors.domain_classifier", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.477169+05:30", "timestamp": 1762179889.477169}}}
+{"text": "Loading model: domain_classifier (cross-encoder/nli-roberta-base)\n", "record": {"elapsed": {"repr": "0:00:03.502332", "seconds": 3.502332}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: domain_classifier (cross-encoder/nli-roberta-base)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:49.477240+05:30", "timestamp": 1762179889.47724}}}
+{"text": "Added model to cache: domain_classifier\n", "record": {"elapsed": {"repr": "0:00:04.189661", "seconds": 4.189661}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "put", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 86, "message": "Added model to cache: domain_classifier", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:50.164569+05:30", "timestamp": 1762179890.164569}}}
+{"text": "Successfully loaded model: domain_classifier\n", "record": {"elapsed": {"repr": "0:00:04.189947", "seconds": 4.189947}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: domain_classifier", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:50.164855+05:30", "timestamp": 1762179890.164855}}}
+{"text": "Loading model: domain_classifier_fallback (microsoft/deberta-v3-small)\n", "record": {"elapsed": {"repr": "0:00:04.190068", "seconds": 4.190068}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: domain_classifier_fallback (microsoft/deberta-v3-small)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:50.164976+05:30", "timestamp": 1762179890.164976}}}
+{"text": "Added model to cache: domain_classifier_fallback\n", "record": {"elapsed": {"repr": "0:00:05.810016", "seconds": 5.810016}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "put", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 86, "message": "Added model to cache: domain_classifier_fallback", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.784924+05:30", "timestamp": 1762179891.784924}}}
+{"text": "Successfully loaded model: domain_classifier_fallback\n", "record": {"elapsed": {"repr": "0:00:05.810206", "seconds": 5.810206}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: domain_classifier_fallback", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.785114+05:30", "timestamp": 1762179891.785114}}}
+{"text": "Fallback classifier loaded successfully\n", "record": {"elapsed": {"repr": "0:00:05.810293", "seconds": 5.810293}, "exception": null, "extra": {}, "file": {"name": "domain_classifier.py", "path": "/Users/itobuz/projects/office/text_auth/processors/domain_classifier.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 69, "message": "Fallback classifier loaded successfully", "module": "domain_classifier", "name": "processors.domain_classifier", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.785201+05:30", "timestamp": 1762179891.785201}}}
+{"text": "Domain classifier initialized successfully\n", "record": {"elapsed": {"repr": "0:00:05.810377", "seconds": 5.810377}, "exception": null, "extra": {}, "file": {"name": "domain_classifier.py", "path": "/Users/itobuz/projects/office/text_auth/processors/domain_classifier.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 76, "message": "Domain classifier initialized successfully", "module": "domain_classifier", "name": "processors.domain_classifier", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.785285+05:30", "timestamp": 1762179891.785285}}}
+{"text": "Initializing language detection model...\n", "record": {"elapsed": {"repr": "0:00:05.810448", "seconds": 5.810448}, "exception": null, "extra": {}, "file": {"name": "language_detector.py", "path": "/Users/itobuz/projects/office/text_auth/processors/language_detector.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 198, "message": "Initializing language detection model...", "module": "language_detector", "name": "processors.language_detector", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.785356+05:30", "timestamp": 1762179891.785356}}}
+{"text": "Loading pipeline: text-classification with language_detector\n", "record": {"elapsed": {"repr": "0:00:05.810517", "seconds": 5.810517}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_pipeline", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 430, "message": "Loading pipeline: text-classification with language_detector", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:51.785425+05:30", "timestamp": 1762179891.785425}}}
+{"text": "Language detector initialized successfully\n", "record": {"elapsed": {"repr": "0:00:06.711541", "seconds": 6.711541}, "exception": null, "extra": {}, "file": {"name": "language_detector.py", "path": "/Users/itobuz/projects/office/text_auth/processors/language_detector.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 206, "message": "Language detector initialized successfully", "module": "language_detector", "name": "processors.language_detector", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:52.686449+05:30", "timestamp": 1762179892.686449}}}
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+{"text": "Loading model: perplexity_gpt2 (gpt2)\n", "record": {"elapsed": {"repr": "0:00:06.711854", "seconds": 6.711854}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: perplexity_gpt2 (gpt2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:52.686762+05:30", "timestamp": 1762179892.686762}}}
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+{"text": "Successfully loaded model: perplexity_gpt2\n", "record": {"elapsed": {"repr": "0:00:07.987403", "seconds": 7.987403}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: perplexity_gpt2", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:53.962311+05:30", "timestamp": 1762179893.962311}}}
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+{"text": "Perplexity metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:07.987634", "seconds": 7.987634}, "exception": null, "extra": {}, "file": {"name": "perplexity.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/perplexity.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 55, "message": "Perplexity metric initialized successfully", "module": "perplexity", "name": "metrics.perplexity", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:53.962542+05:30", "timestamp": 1762179893.962542}}}
+{"text": "Initializing semantic analysis metric...\n", "record": {"elapsed": {"repr": "0:00:07.987700", "seconds": 7.9877}, "exception": null, "extra": {}, "file": {"name": "semantic_analysis.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/semantic_analysis.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 41, "message": "Initializing semantic analysis metric...", "module": "semantic_analysis", "name": "metrics.semantic_analysis", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:53.962608+05:30", "timestamp": 1762179893.962608}}}
+{"text": "Loading model: semantic_primary (sentence-transformers/all-MiniLM-L6-v2)\n", "record": {"elapsed": {"repr": "0:00:07.987767", "seconds": 7.987767}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: semantic_primary (sentence-transformers/all-MiniLM-L6-v2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:53.962675+05:30", "timestamp": 1762179893.962675}}}
+{"text": "Load pretrained SentenceTransformer: sentence-transformers/all-MiniLM-L6-v2\n", "record": {"elapsed": {"repr": "0:00:07.989901", "seconds": 7.989901}, "exception": null, "extra": {}, "file": {"name": "SentenceTransformer.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/sentence_transformers/SentenceTransformer.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 218, "message": "Load pretrained SentenceTransformer: sentence-transformers/all-MiniLM-L6-v2", "module": "SentenceTransformer", "name": "sentence_transformers.SentenceTransformer", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:53.964809+05:30", "timestamp": 1762179893.964809}}}
+{"text": "Added model to cache: semantic_primary\n", "record": {"elapsed": {"repr": "0:00:11.950653", "seconds": 11.950653}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "put", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 86, "message": "Added model to cache: semantic_primary", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:57.925561+05:30", "timestamp": 1762179897.925561}}}
+{"text": "Successfully loaded model: semantic_primary\n", "record": {"elapsed": {"repr": "0:00:11.951864", "seconds": 11.951864}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: semantic_primary", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:57.926772+05:30", "timestamp": 1762179897.926772}}}
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+{"text": "Initializing linguistic metric...\n", "record": {"elapsed": {"repr": "0:00:11.952624", "seconds": 11.952624}, "exception": null, "extra": {}, "file": {"name": "linguistic.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/linguistic.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 39, "message": "Initializing linguistic metric...", "module": "linguistic", "name": "metrics.linguistic", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:57.927532+05:30", "timestamp": 1762179897.927532}}}
+{"text": "Loading model: linguistic_spacy (en_core_web_sm)\n", "record": {"elapsed": {"repr": "0:00:11.952976", "seconds": 11.952976}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: linguistic_spacy (en_core_web_sm)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:57.927884+05:30", "timestamp": 1762179897.927884}}}
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+{"text": "Successfully loaded model: linguistic_spacy\n", "record": {"elapsed": {"repr": "0:00:12.268318", "seconds": 12.268318}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: linguistic_spacy", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:58.243226+05:30", "timestamp": 1762179898.243226}}}
+{"text": "Linguistic metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:12.268403", "seconds": 12.268403}, "exception": null, "extra": {}, "file": {"name": "linguistic.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/linguistic.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 46, "message": "Linguistic metric initialized successfully", "module": "linguistic", "name": "metrics.linguistic", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:58.243311+05:30", "timestamp": 1762179898.243311}}}
+{"text": "Initializing MultiPerturbationStability metric...\n", "record": {"elapsed": {"repr": "0:00:12.268478", "seconds": 12.268478}, "exception": null, "extra": {}, "file": {"name": "multi_perturbation_stability.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/multi_perturbation_stability.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 52, "message": "Initializing MultiPerturbationStability metric...", "module": "multi_perturbation_stability", "name": "metrics.multi_perturbation_stability", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:58.243386+05:30", "timestamp": 1762179898.243386}}}
+{"text": "Loading model: multi_perturbation_base (gpt2)\n", "record": {"elapsed": {"repr": "0:00:12.268562", "seconds": 12.268562}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: multi_perturbation_base (gpt2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:54:58.243470+05:30", "timestamp": 1762179898.24347}}}
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+{"text": "Successfully loaded model: multi_perturbation_base\n", "record": {"elapsed": {"repr": "0:00:14.068903", "seconds": 14.068903}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: multi_perturbation_base", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:00.043811+05:30", "timestamp": 1762179900.043811}}}
+{"text": "Loading model: multi_perturbation_mask (distilroberta-base)\n", "record": {"elapsed": {"repr": "0:00:14.184584", "seconds": 14.184584}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: multi_perturbation_mask (distilroberta-base)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96263, "name": "SpawnProcess-10"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:00.159492+05:30", "timestamp": 1762179900.159492}}}
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+{"text": "Loading model: domain_classifier_fallback (microsoft/deberta-v3-small)\n", "record": {"elapsed": {"repr": "0:00:03.949702", "seconds": 3.949702}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: domain_classifier_fallback (microsoft/deberta-v3-small)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:05.678010+05:30", "timestamp": 1762179905.67801}}}
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+{"text": "Fallback classifier loaded successfully\n", "record": {"elapsed": {"repr": "0:00:05.332497", "seconds": 5.332497}, "exception": null, "extra": {}, "file": {"name": "domain_classifier.py", "path": "/Users/itobuz/projects/office/text_auth/processors/domain_classifier.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 69, "message": "Fallback classifier loaded successfully", "module": "domain_classifier", "name": "processors.domain_classifier", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:07.060805+05:30", "timestamp": 1762179907.060805}}}
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+{"text": "Loading pipeline: text-classification with language_detector\n", "record": {"elapsed": {"repr": "0:00:05.332701", "seconds": 5.332701}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_pipeline", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 430, "message": "Loading pipeline: text-classification with language_detector", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:07.061009+05:30", "timestamp": 1762179907.061009}}}
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+{"text": "Loading model: perplexity_gpt2 (gpt2)\n", "record": {"elapsed": {"repr": "0:00:06.229816", "seconds": 6.229816}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: perplexity_gpt2 (gpt2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:07.958124+05:30", "timestamp": 1762179907.958124}}}
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+{"text": "Successfully loaded model: perplexity_gpt2\n", "record": {"elapsed": {"repr": "0:00:07.730661", "seconds": 7.730661}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: perplexity_gpt2", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.458969+05:30", "timestamp": 1762179909.458969}}}
+{"text": "Entropy metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:07.730755", "seconds": 7.730755}, "exception": null, "extra": {}, "file": {"name": "entropy.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/entropy.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 52, "message": "Entropy metric initialized successfully", "module": "entropy", "name": "metrics.entropy", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.459063+05:30", "timestamp": 1762179909.459063}}}
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+{"text": "Perplexity metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:07.730919", "seconds": 7.730919}, "exception": null, "extra": {}, "file": {"name": "perplexity.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/perplexity.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 55, "message": "Perplexity metric initialized successfully", "module": "perplexity", "name": "metrics.perplexity", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.459227+05:30", "timestamp": 1762179909.459227}}}
+{"text": "Initializing semantic analysis metric...\n", "record": {"elapsed": {"repr": "0:00:07.730993", "seconds": 7.730993}, "exception": null, "extra": {}, "file": {"name": "semantic_analysis.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/semantic_analysis.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 41, "message": "Initializing semantic analysis metric...", "module": "semantic_analysis", "name": "metrics.semantic_analysis", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.459301+05:30", "timestamp": 1762179909.459301}}}
+{"text": "Loading model: semantic_primary (sentence-transformers/all-MiniLM-L6-v2)\n", "record": {"elapsed": {"repr": "0:00:07.731067", "seconds": 7.731067}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: semantic_primary (sentence-transformers/all-MiniLM-L6-v2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.459375+05:30", "timestamp": 1762179909.459375}}}
+{"text": "Load pretrained SentenceTransformer: sentence-transformers/all-MiniLM-L6-v2\n", "record": {"elapsed": {"repr": "0:00:07.733614", "seconds": 7.733614}, "exception": null, "extra": {}, "file": {"name": "SentenceTransformer.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/sentence_transformers/SentenceTransformer.py"}, "function": "__init__", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 218, "message": "Load pretrained SentenceTransformer: sentence-transformers/all-MiniLM-L6-v2", "module": "SentenceTransformer", "name": "sentence_transformers.SentenceTransformer", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:09.461922+05:30", "timestamp": 1762179909.461922}}}
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+{"text": "Successfully loaded model: semantic_primary\n", "record": {"elapsed": {"repr": "0:00:11.354313", "seconds": 11.354313}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: semantic_primary", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.082621+05:30", "timestamp": 1762179913.082621}}}
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+{"text": "Initializing linguistic metric...\n", "record": {"elapsed": {"repr": "0:00:11.354658", "seconds": 11.354658}, "exception": null, "extra": {}, "file": {"name": "linguistic.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/linguistic.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 39, "message": "Initializing linguistic metric...", "module": "linguistic", "name": "metrics.linguistic", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.082966+05:30", "timestamp": 1762179913.082966}}}
+{"text": "Loading model: linguistic_spacy (en_core_web_sm)\n", "record": {"elapsed": {"repr": "0:00:11.354813", "seconds": 11.354813}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: linguistic_spacy (en_core_web_sm)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.083121+05:30", "timestamp": 1762179913.083121}}}
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+{"text": "Successfully loaded model: linguistic_spacy\n", "record": {"elapsed": {"repr": "0:00:11.656695", "seconds": 11.656695}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: linguistic_spacy", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.385003+05:30", "timestamp": 1762179913.385003}}}
+{"text": "Linguistic metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:11.656796", "seconds": 11.656796}, "exception": null, "extra": {}, "file": {"name": "linguistic.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/linguistic.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 46, "message": "Linguistic metric initialized successfully", "module": "linguistic", "name": "metrics.linguistic", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.385104+05:30", "timestamp": 1762179913.385104}}}
+{"text": "Initializing MultiPerturbationStability metric...\n", "record": {"elapsed": {"repr": "0:00:11.656874", "seconds": 11.656874}, "exception": null, "extra": {}, "file": {"name": "multi_perturbation_stability.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/multi_perturbation_stability.py"}, "function": "initialize", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 52, "message": "Initializing MultiPerturbationStability metric...", "module": "multi_perturbation_stability", "name": "metrics.multi_perturbation_stability", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.385182+05:30", "timestamp": 1762179913.385182}}}
+{"text": "Loading model: multi_perturbation_base (gpt2)\n", "record": {"elapsed": {"repr": "0:00:11.656952", "seconds": 11.656952}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: multi_perturbation_base (gpt2)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:13.385260+05:30", "timestamp": 1762179913.38526}}}
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+{"text": "Successfully loaded model: multi_perturbation_base\n", "record": {"elapsed": {"repr": "0:00:12.898921", "seconds": 12.898921}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: multi_perturbation_base", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:14.627229+05:30", "timestamp": 1762179914.627229}}}
+{"text": "Loading model: multi_perturbation_mask (distilroberta-base)\n", "record": {"elapsed": {"repr": "0:00:13.013856", "seconds": 13.013856}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 221, "message": "Loading model: multi_perturbation_mask (distilroberta-base)", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:14.742164+05:30", "timestamp": 1762179914.742164}}}
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+{"text": "Successfully loaded model: multi_perturbation_mask\n", "record": {"elapsed": {"repr": "0:00:14.024989", "seconds": 14.024989}, "exception": null, "extra": {}, "file": {"name": "model_manager.py", "path": "/Users/itobuz/projects/office/text_auth/models/model_manager.py"}, "function": "load_model", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 262, "message": "Successfully loaded model: multi_perturbation_mask", "module": "model_manager", "name": "models.model_manager", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:15.753297+05:30", "timestamp": 1762179915.753297}}}
+{"text": "MultiPerturbationStability metric initialized successfully\n", "record": {"elapsed": {"repr": "0:00:14.092563", "seconds": 14.092563}, "exception": null, "extra": {}, "file": {"name": "multi_perturbation_stability.py", "path": "/Users/itobuz/projects/office/text_auth/metrics/multi_perturbation_stability.py"}, "function": "initialize", "level": {"icon": "✅", "name": "SUCCESS", "no": 25}, "line": 84, "message": "MultiPerturbationStability metric initialized successfully", "module": "multi_perturbation_stability", "name": "metrics.multi_perturbation_stability", "process": {"id": 96277, "name": "SpawnProcess-11"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 19:55:15.820871+05:30", "timestamp": 1762179915.820871}}}
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