huggingface / huggingface-llama-recipes
Metrics

All numeric values measured by Sokrates.

Intro
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 40
NUMBER_OF_FILES_MAIN 24
LINES_OF_CODE_MAIN 19,943
NUMBER_OF_FILES_MAIN_EXT_IPYNB 14
LINES_OF_CODE_MAIN_EXT_IPYNB 19,617
NUMBER_OF_FILES_MAIN_EXT_PY 9
LINES_OF_CODE_MAIN_EXT_PY 304
NUMBER_OF_FILES_MAIN_EXT_YAML 1
LINES_OF_CODE_MAIN_EXT_YAML 22
NUMBER_OF_FILES_TEST 0
LINES_OF_CODE_TEST 0
TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE 0
NUMBER_OF_FILES_GENERATED 0
LINES_OF_CODE_GENERATED 0
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT 0
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 0
NUMBER_OF_FILES_OTHER 0
LINES_OF_CODE_OTHER 0
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_API_INFERENCE 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_API_INFERENCE 174
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_API_INFERENCE_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_API_INFERENCE_EXT_IPYNB 174
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ROOT 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_ROOT 501
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ROOT_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_ROOT_EXT_IPYNB 501
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ASSISTED_DECODING 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_ASSISTED_DECODING 376
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ASSISTED_DECODING_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_ASSISTED_DECODING_EXT_IPYNB 353
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ASSISTED_DECODING_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_ASSISTED_DECODING_EXT_PY 23
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE 6
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE 1,008
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE_EXT_IPYNB 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE_EXT_IPYNB 956
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE_EXT_PY 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LOCAL_INFERENCE_EXT_PY 52
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GRADIO_DEMOS 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GRADIO_DEMOS 1,368
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GRADIO_DEMOS_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GRADIO_DEMOS_EXT_IPYNB 1,316
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GRADIO_DEMOS_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GRADIO_DEMOS_EXT_PY 52
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA_GUARD 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA_GUARD 8,155
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA_GUARD_EXT_IPYNB 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA_GUARD_EXT_IPYNB 8,155
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FINE_TUNE 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FINE_TUNE 429
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FINE_TUNE_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FINE_TUNE_EXT_IPYNB 323
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FINE_TUNE_EXT_PY 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FINE_TUNE_EXT_PY 106
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA_RAG 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA_RAG 7,687
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA_RAG_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA_RAG_EXT_IPYNB 7,687
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION 5
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION 245
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_IPYNB 152
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_PY 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_PY 71
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_YAML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PERFORMANCE_OPTIMIZATION_EXT_YAML 22
NUMBER_OF_DEPENDENCY_LINKS_DECOMPOSITION_PRIMARY 0
NUMBER_OF_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_PLACES_WITH_CYCLIC_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS 0
LINES_OF_CODE_CONCERN_GENERAL_TODOS 0
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 24
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 19,943
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 14
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 19,617
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 9
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 304
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 22
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 10
LOW_RISK_FILE_SIZE_COUNT 5
MEDIUM_RISK_FILE_SIZE_COUNT 4
HIGH_RISK_FILE_SIZE_COUNT 2
VERY_HIGH_RISK_FILE_SIZE_COUNT 3
NEGLIGIBLE_RISK_FILE_SIZE_LOC 326
LOW_RISK_FILE_SIZE_LOC 721
MEDIUM_RISK_FILE_SIZE_LOC 1,482
HIGH_RISK_FILE_SIZE_LOC 1,062
VERY_HIGH_RISK_FILE_SIZE_LOC 16,352
NUMBER_OF_UNITS 4
LINES_OF_CODE_IN_UNITS 40
LINES_OF_CODE_OUTSIDE_UNITS 19,903
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 10
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 25
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 2
UNIT_SIZE_LOW_RISK_LOC 30
UNIT_SIZE_LOW_RISK_PERCENTAGE 75
UNIT_SIZE_LOW_RISK_COUNT 2
UNIT_SIZE_MEDIUM_RISK_LOC 0
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_MEDIUM_RISK_COUNT 0
UNIT_SIZE_HIGH_RISK_LOC 0
UNIT_SIZE_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_HIGH_RISK_COUNT 0
UNIT_SIZE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_LOC 10
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_PERCENTAGE 35.71
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_COUNT 2
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_LOW_RISK_LOC 18
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_LOW_RISK_PERCENTAGE 64.29
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_LOC 0
UNIT_SIZE_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_COUNT 0
UNIT_SIZE_COMPONENT_FINE_TUNE_LOW_RISK_LOC 12
UNIT_SIZE_COMPONENT_FINE_TUNE_LOW_RISK_PERCENTAGE 100
UNIT_SIZE_COMPONENT_FINE_TUNE_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_FINE_TUNE_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_FINE_TUNE_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_FINE_TUNE_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_FINE_TUNE_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_FINE_TUNE_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_FINE_TUNE_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 10
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 25
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 2
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 30
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 75
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 2
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_LOC 28
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 70
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 12
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 30
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_LOC 28
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_NEGLIGIBLE_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GRADIO_DEMOS_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_NEGLIGIBLE_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_LOW_RISK_LOC 12
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_LOW_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_FINE_TUNE_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 28
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 70
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 12
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 30
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_COUNT 0
FILE_CHANGE_HISTORY_TOTAL_AGE_DAYS 344
FILE_CHANGE_HISTORY_ACTIVE_DAYS 25
FILE_CHANGE_HISTORY_WEEKS 40
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 200
FILE_AGE_NEGLIGIBLE_RISK_COUNT 0
FILE_AGE_LOW_RISK_COUNT 2
FILE_AGE_MEDIUM_RISK_COUNT 0
FILE_AGE_HIGH_RISK_COUNT 22
FILE_AGE_VERY_HIGH_RISK_COUNT 0
FILE_AGE_NEGLIGIBLE_RISK_LOC 0
FILE_AGE_LOW_RISK_LOC 936
FILE_AGE_MEDIUM_RISK_LOC 0
FILE_AGE_HIGH_RISK_LOC 19,007
FILE_AGE_VERY_HIGH_RISK_LOC 0
NUMBER_OF_CONTRIBUTORS 23
DUPLICATION_NUMBER_OF_DUPLICATES 25,993
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 16
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 15,126
DUPLICATION_NUMBER_OF_CLEANED_LINES 19,912
DUPLICATION_PERCENTAGE 75.96
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_GRADIO_DEMOS 943
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_GRADIO_DEMOS 943
DUPLICATION_PERCENTAGE_PRIMARY_GRADIO_DEMOS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LLAMA_GUARD 6,346
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LLAMA_GUARD 6,346
DUPLICATION_PERCENTAGE_PRIMARY_LLAMA_GUARD 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LOCAL_INFERENCE 789
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LOCAL_INFERENCE 789
DUPLICATION_PERCENTAGE_PRIMARY_LOCAL_INFERENCE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_PERFORMANCE_OPTIMIZATION 106
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_PERFORMANCE_OPTIMIZATION 106
DUPLICATION_PERCENTAGE_PRIMARY_PERFORMANCE_OPTIMIZATION 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_FINE_TUNE 19
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_FINE_TUNE 19
DUPLICATION_PERCENTAGE_PRIMARY_FINE_TUNE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_API_INFERENCE 31
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_API_INFERENCE 31
DUPLICATION_PERCENTAGE_PRIMARY_API_INFERENCE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LLAMA_RAG 6,524
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LLAMA_RAG 6,524
DUPLICATION_PERCENTAGE_PRIMARY_LLAMA_RAG 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_ROOT 202
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_ROOT 202
DUPLICATION_PERCENTAGE_PRIMARY_ROOT 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_ASSISTED_DECODING 166
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_ASSISTED_DECODING 166
DUPLICATION_PERCENTAGE_PRIMARY_ASSISTED_DECODING 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_IPYNB 15,096
DUPLICATION_NUMBER_OF_CLEANED_LINES_IPYNB 19,617
DUPLICATION_PERCENTAGE_IPYNB 76.95
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 30
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 273
DUPLICATION_PERCENTAGE_PY 10.99
TOTAL_ANALYSIS_TIME_IN_MILLIS 6,497