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mistral-nemo:12b-instruct-2407-fp16_results_20240912_182234.log
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Evaluation Results for model: mistral-nemo:12b-instruct-2407-fp16
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Timestamp: 20240912_182234
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Average Scores:
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bleu: 0.0109
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rouge-1: 0.1124
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rouge-2: 0.0170
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rouge-l: 0.1094
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cosine_similarity: 0.2662
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structural_similarity: 0.2426
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information_retrieval: 0.5200
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code_consistency: 0.0880
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readability: 0.3730
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weighted_score: 0.2562
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Detailed Results:
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Repository: labelme
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Scores:
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BLEU: 0.0054
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ROUGE-1: 0.1679
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ROUGE-2: 0.0276
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ROUGE-L: 0.1679
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Cosine Similarity: 0.3189
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Structural Similarity: 0.1184
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Information Retrieval: 0.6000
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Code Consistency: 0.0224
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Readability: 0.4004
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Weighted Score: 0.2610
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Repository: gpt-engineer
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Scores:
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BLEU: 0.0227
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ROUGE-1: 0.1712
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ROUGE-2: 0.0260
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ROUGE-L: 0.1626
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Cosine Similarity: 0.3477
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Structural Similarity: 0.4000
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Information Retrieval: 0.8000
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Code Consistency: 0.0443
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Readability: 0.1466
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Weighted Score: 0.2873
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Repository: ChatGLM-6B
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Scores:
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BLEU: 0.0005
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ROUGE-1: 0.0718
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ROUGE-2: 0.0111
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ROUGE-L: 0.0718
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Cosine Similarity: 0.3376
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Structural Similarity: 0.1964
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Information Retrieval: 0.8000
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Code Consistency: 0.0722
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Readability: 0.3280
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Weighted Score: 0.2987
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Repository: SMSBoom
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Scores:
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BLEU: 0.0152
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ROUGE-1: 0.0803
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ROUGE-2: 0.0162
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ROUGE-L: 0.0803
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Cosine Similarity: 0.0913
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Structural Similarity: 0.2750
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Information Retrieval: 0.6000
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Code Consistency: 0.1389
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Readability: 0.6163
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Weighted Score: 0.3151
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Repository: mackup
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Scores:
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BLEU: 0.0000
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ROUGE-1: 0.0812
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ROUGE-2: 0.0183
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ROUGE-L: 0.0769
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Cosine Similarity: 0.1599
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Structural Similarity: 0.1923
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Information Retrieval: 0.6000
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Code Consistency: 0.1481
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80 |
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Readability: 0.3452
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Weighted Score: 0.2598
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Repository: TaskMatrix
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Scores:
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BLEU: 0.0222
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ROUGE-1: 0.1630
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ROUGE-2: 0.0241
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ROUGE-L: 0.1533
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Cosine Similarity: 0.3942
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Structural Similarity: 0.1607
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Information Retrieval: 0.8000
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Code Consistency: 0.0519
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Readability: 0.4738
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Weighted Score: 0.3342
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Repository: Deep-Live-Cam
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Scores:
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BLEU: 0.0063
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ROUGE-1: 0.1495
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ROUGE-2: 0.0351
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ROUGE-L: 0.1441
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Cosine Similarity: 0.3481
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Structural Similarity: 0.3966
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Information Retrieval: 0.6000
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Code Consistency: 0.0430
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Readability: 0.3422
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Weighted Score: 0.2831
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Repository: python-fire
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Scores:
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BLEU: 0.0109
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ROUGE-1: 0.1498
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ROUGE-2: 0.0051
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ROUGE-L: 0.1417
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Cosine Similarity: 0.1138
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Structural Similarity: 0.3333
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Information Retrieval: 0.4000
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Code Consistency: 0.0334
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Readability: 0.3270
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Weighted Score: 0.2078
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Repository: devika
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Scores:
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BLEU: 0.0289
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ROUGE-1: 0.1578
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ROUGE-2: 0.0401
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ROUGE-L: 0.1501
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Cosine Similarity: 0.2939
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Structural Similarity: 0.2941
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Information Retrieval: 0.6000
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Code Consistency: 0.0577
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Readability: 0.0853
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Weighted Score: 0.2219
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Repository: gpt-pilot
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Scores:
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BLEU: 0.0015
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ROUGE-1: 0.1255
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ROUGE-2: 0.0145
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ROUGE-L: 0.1194
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Cosine Similarity: 0.2762
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Structural Similarity: 0.2292
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Information Retrieval: 0.2000
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Code Consistency: 0.0370
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Readability: 0.3584
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Weighted Score: 0.1784
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Repository: Depix
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Scores:
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BLEU: 0.0198
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ROUGE-1: 0.1414
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ROUGE-2: 0.0224
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ROUGE-L: 0.1380
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Cosine Similarity: 0.3574
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Structural Similarity: 0.3182
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Information Retrieval: 0.8000
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Code Consistency: 0.1200
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Readability: 0.1872
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Weighted Score: 0.3011
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Repository: Real-Time-Voice-Cloning
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Scores:
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BLEU: 0.0184
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ROUGE-1: 0.1224
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ROUGE-2: 0.0202
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ROUGE-L: 0.1224
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167 |
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Cosine Similarity: 0.1763
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168 |
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Structural Similarity: 0.4500
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Information Retrieval: 0.4000
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170 |
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Code Consistency: 0.0263
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Readability: 0.4962
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Weighted Score: 0.2578
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Repository: httpx
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Scores:
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BLEU: 0.0244
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ROUGE-1: 0.1766
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ROUGE-2: 0.0309
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ROUGE-L: 0.1766
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Cosine Similarity: 0.3697
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Structural Similarity: 0.5000
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Information Retrieval: 0.6000
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Code Consistency: 0.0581
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Readability: 0.3686
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Weighted Score: 0.3076
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Repository: chatgpt-mirai-qq-bot
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Scores:
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BLEU: 0.0005
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ROUGE-1: 0.0812
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ROUGE-2: 0.0178
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ROUGE-L: 0.0812
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Cosine Similarity: 0.0955
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Structural Similarity: 0.3462
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Information Retrieval: 0.8000
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Code Consistency: 0.0238
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Readability: 0.4962
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Weighted Score: 0.3142
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Repository: gpt-researcher
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Scores:
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BLEU: 0.0023
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ROUGE-1: 0.1171
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ROUGE-2: 0.0188
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ROUGE-L: 0.1152
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Cosine Similarity: 0.2089
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Structural Similarity: 0.2857
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Information Retrieval: 0.8000
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Code Consistency: 0.0776
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Readability: 0.2058
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Weighted Score: 0.2748
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Repository: mkdocs
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Scores:
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BLEU: 0.0219
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ROUGE-1: 0.1393
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ROUGE-2: 0.0215
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ROUGE-L: 0.1393
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Cosine Similarity: 0.2371
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Structural Similarity: 0.4286
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Information Retrieval: 0.6000
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Code Consistency: 0.0521
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Readability: 0.3320
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Weighted Score: 0.2756
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Repository: face_recognition
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Scores:
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BLEU: 0.0001
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ROUGE-1: 0.1182
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ROUGE-2: 0.0223
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ROUGE-L: 0.1163
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Cosine Similarity: 0.4336
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Structural Similarity: 0.1163
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Information Retrieval: 0.6000
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Code Consistency: 0.0000
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Readability: 0.3666
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Weighted Score: 0.2569
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Repository: system-design-primer
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Scores:
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BLEU: 0.0000
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ROUGE-1: 0.0481
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ROUGE-2: 0.0042
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ROUGE-L: 0.0467
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Cosine Similarity: 0.3044
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Structural Similarity: 0.0289
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Information Retrieval: 0.0000
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Code Consistency: 0.1129
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Readability: 0.5084
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Weighted Score: 0.1609
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Repository: GPT_API_free
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Scores:
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BLEU: 0.0018
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ROUGE-1: 0.0593
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ROUGE-2: 0.0000
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ROUGE-L: 0.0593
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Cosine Similarity: 0.1069
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Structural Similarity: 0.1750
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Information Retrieval: 0.8000
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Code Consistency: 1.0000
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Readability: 0.6021
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Weighted Score: 0.5128
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Repository: 30-Days-Of-Python
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Scores:
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BLEU: 0.0000
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ROUGE-1: 0.1160
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ROUGE-2: 0.0152
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ROUGE-L: 0.1116
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Cosine Similarity: 0.3842
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Structural Similarity: 0.0857
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Information Retrieval: 0.6000
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Code Consistency: 0.0769
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Readability: 0.5706
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Weighted Score: 0.3046
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Repository: ChatPaper
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Scores:
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BLEU: 0.0000
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ROUGE-1: 0.0510
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ROUGE-2: 0.0035
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ROUGE-L: 0.0484
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Cosine Similarity: 0.0723
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Structural Similarity: 0.0636
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Information Retrieval: 0.2000
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Code Consistency: 0.0263
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Readability: 0.3639
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Weighted Score: 0.1351
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Repository: twint
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Scores:
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BLEU: 0.0102
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ROUGE-1: 0.1189
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ROUGE-2: 0.0169
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ROUGE-L: 0.1134
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Cosine Similarity: 0.2062
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Structural Similarity: 0.3500
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Information Retrieval: 0.2000
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Code Consistency: 0.1638
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Readability: 0.4065
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Weighted Score: 0.2190
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Repository: flask
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Scores:
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BLEU: 0.0191
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ROUGE-1: 0.1296
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ROUGE-2: 0.0161
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ROUGE-L: 0.1296
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Cosine Similarity: 0.2013
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Structural Similarity: 0.2500
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Information Retrieval: 0.6000
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Code Consistency: 0.0740
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Readability: 0.2058
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Weighted Score: 0.2322
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Repository: professional-programming
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Scores:
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BLEU: 0.0000
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ROUGE-1: 0.0238
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ROUGE-2: 0.0029
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ROUGE-L: 0.0233
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Cosine Similarity: 0.3054
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324 |
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Structural Similarity: 0.0414
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Information Retrieval: 0.8000
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Code Consistency: 0.0000
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Readability: 0.4309
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Weighted Score: 0.2825
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Repository: EIPs
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Scores:
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BLEU: 0.0353
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ROUGE-1: 0.1930
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ROUGE-2: 0.0294
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ROUGE-L: 0.1860
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336 |
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Cosine Similarity: 0.3039
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337 |
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Structural Similarity: 0.4286
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338 |
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Information Retrieval: 0.8000
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339 |
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Code Consistency: 0.0237
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340 |
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Readability: 0.0701
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341 |
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Weighted Score: 0.2692
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Repository: grok-1
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Scores:
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345 |
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BLEU: 0.0698
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346 |
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ROUGE-1: 0.2111
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347 |
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ROUGE-2: 0.0467
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348 |
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ROUGE-L: 0.2010
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349 |
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Cosine Similarity: 0.4711
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350 |
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Structural Similarity: 0.2500
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351 |
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Information Retrieval: 0.4000
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352 |
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Code Consistency: 0.0602
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353 |
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Readability: 0.3320
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354 |
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Weighted Score: 0.2529
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355 |
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|
356 |
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Repository: PyTorch-GAN
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Scores:
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358 |
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BLEU: 0.0000
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359 |
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ROUGE-1: 0.0870
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360 |
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ROUGE-2: 0.0154
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361 |
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ROUGE-L: 0.0844
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362 |
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Cosine Similarity: 0.5495
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363 |
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Structural Similarity: 0.0301
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364 |
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Information Retrieval: 0.2000
|
365 |
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Code Consistency: 0.0411
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366 |
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Readability: 0.4380
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367 |
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Weighted Score: 0.2000
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368 |
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369 |
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Repository: public-apis
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Scores:
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371 |
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BLEU: 0.0000
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372 |
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ROUGE-1: 0.0204
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ROUGE-2: 0.0016
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374 |
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ROUGE-L: 0.0204
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375 |
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Cosine Similarity: 0.0704
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376 |
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Structural Similarity: 0.0446
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377 |
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Information Retrieval: 0.4000
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378 |
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Code Consistency: 0.0000
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379 |
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Readability: 0.4637
|
380 |
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Weighted Score: 0.1857
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381 |
-
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Repository: hackingtool
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Scores:
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384 |
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BLEU: 0.0131
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385 |
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ROUGE-1: 0.1222
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386 |
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ROUGE-2: 0.0086
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387 |
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ROUGE-L: 0.1222
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388 |
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Cosine Similarity: 0.4898
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389 |
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Structural Similarity: 0.1800
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390 |
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Information Retrieval: 0.6000
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391 |
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Code Consistency: 0.0642
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392 |
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Readability: 0.4369
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393 |
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Weighted Score: 0.2970
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394 |
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395 |
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Repository: cascadia-code
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Scores:
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397 |
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BLEU: 0.0149
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398 |
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ROUGE-1: 0.1310
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399 |
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ROUGE-2: 0.0197
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400 |
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ROUGE-L: 0.1276
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401 |
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Cosine Similarity: 0.2394
|
402 |
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Structural Similarity: 0.4583
|
403 |
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Information Retrieval: 0.2000
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404 |
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Code Consistency: 0.0667
|
405 |
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Readability: 0.5442
|
406 |
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Weighted Score: 0.2428
|
407 |
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|
408 |
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Repository: python-cheatsheet
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409 |
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Scores:
|
410 |
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BLEU: 0.0000
|
411 |
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ROUGE-1: 0.0342
|
412 |
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ROUGE-2: 0.0059
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413 |
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ROUGE-L: 0.0342
|
414 |
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Cosine Similarity: 0.3649
|
415 |
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Structural Similarity: 0.0142
|
416 |
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Information Retrieval: 0.4000
|
417 |
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Code Consistency: 0.0588
|
418 |
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Readability: 0.5879
|
419 |
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Weighted Score: 0.2497
|
420 |
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|
421 |
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Repository: rembg
|
422 |
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Scores:
|
423 |
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BLEU: 0.0008
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424 |
-
ROUGE-1: 0.1257
|
425 |
-
ROUGE-2: 0.0097
|
426 |
-
ROUGE-L: 0.1187
|
427 |
-
Cosine Similarity: 0.1224
|
428 |
-
Structural Similarity: 0.2750
|
429 |
-
Information Retrieval: 0.6000
|
430 |
-
Code Consistency: 0.0870
|
431 |
-
Readability: 0.4248
|
432 |
-
Weighted Score: 0.2707
|
433 |
-
|
434 |
-
Repository: devops-exercises
|
435 |
-
Scores:
|
436 |
-
BLEU: 0.0000
|
437 |
-
ROUGE-1: 0.0333
|
438 |
-
ROUGE-2: 0.0045
|
439 |
-
ROUGE-L: 0.0326
|
440 |
-
Cosine Similarity: 0.2153
|
441 |
-
Structural Similarity: 0.0844
|
442 |
-
Information Retrieval: 0.6000
|
443 |
-
Code Consistency: 0.1667
|
444 |
-
Readability: 0.3117
|
445 |
-
Weighted Score: 0.2480
|
446 |
-
|
447 |
-
Repository: AutoEq
|
448 |
-
Scores:
|
449 |
-
BLEU: 0.0137
|
450 |
-
ROUGE-1: 0.1538
|
451 |
-
ROUGE-2: 0.0226
|
452 |
-
ROUGE-L: 0.1448
|
453 |
-
Cosine Similarity: 0.2485
|
454 |
-
Structural Similarity: 0.3929
|
455 |
-
Information Retrieval: 0.4000
|
456 |
-
Code Consistency: 0.0975
|
457 |
-
Readability: 0.1679
|
458 |
-
Weighted Score: 0.2093
|
459 |
-
|
460 |
-
Repository: MiniGPT-4
|
461 |
-
Scores:
|
462 |
-
BLEU: 0.0012
|
463 |
-
ROUGE-1: 0.1050
|
464 |
-
ROUGE-2: 0.0108
|
465 |
-
ROUGE-L: 0.1050
|
466 |
-
Cosine Similarity: 0.1898
|
467 |
-
Structural Similarity: 0.2692
|
468 |
-
Information Retrieval: 0.4000
|
469 |
-
Code Consistency: 0.0354
|
470 |
-
Readability: 0.5418
|
471 |
-
Weighted Score: 0.2489
|
472 |
-
|
473 |
-
Repository: python-spider
|
474 |
-
Scores:
|
475 |
-
BLEU: 0.0087
|
476 |
-
ROUGE-1: 0.0557
|
477 |
-
ROUGE-2: 0.0124
|
478 |
-
ROUGE-L: 0.0557
|
479 |
-
Cosine Similarity: 0.0832
|
480 |
-
Structural Similarity: 0.3182
|
481 |
-
Information Retrieval: 0.6000
|
482 |
-
Code Consistency: 0.0394
|
483 |
-
Readability: 0.5676
|
484 |
-
Weighted Score: 0.2865
|
485 |
-
|
486 |
-
Repository: chatgpt-retrieval-plugin
|
487 |
-
Scores:
|
488 |
-
BLEU: 0.0000
|
489 |
-
ROUGE-1: 0.0905
|
490 |
-
ROUGE-2: 0.0178
|
491 |
-
ROUGE-L: 0.0887
|
492 |
-
Cosine Similarity: 0.4879
|
493 |
-
Structural Similarity: 0.0938
|
494 |
-
Information Retrieval: 0.4000
|
495 |
-
Code Consistency: 0.0446
|
496 |
-
Readability: 0.2261
|
497 |
-
Weighted Score: 0.1989
|
498 |
-
|
499 |
-
Repository: flux
|
500 |
-
Scores:
|
501 |
-
BLEU: 0.0393
|
502 |
-
ROUGE-1: 0.1893
|
503 |
-
ROUGE-2: 0.0304
|
504 |
-
ROUGE-L: 0.1832
|
505 |
-
Cosine Similarity: 0.2522
|
506 |
-
Structural Similarity: 0.4062
|
507 |
-
Information Retrieval: 0.4000
|
508 |
-
Code Consistency: 0.1364
|
509 |
-
Readability: 0.1669
|
510 |
-
Weighted Score: 0.2239
|
511 |
-
|
512 |
-
Repository: pyright
|
513 |
-
Scores:
|
514 |
-
BLEU: 0.0052
|
515 |
-
ROUGE-1: 0.1390
|
516 |
-
ROUGE-2: 0.0086
|
517 |
-
ROUGE-L: 0.1390
|
518 |
-
Cosine Similarity: 0.1475
|
519 |
-
Structural Similarity: 0.3750
|
520 |
-
Information Retrieval: 0.4000
|
521 |
-
Code Consistency: 0.0000
|
522 |
-
Readability: 0.2789
|
523 |
-
Weighted Score: 0.1981
|
524 |
-
|
525 |
-
Repository: system-design-primer
|
526 |
-
Scores:
|
527 |
-
BLEU: 0.0000
|
528 |
-
ROUGE-1: 0.0435
|
529 |
-
ROUGE-2: 0.0048
|
530 |
-
ROUGE-L: 0.0430
|
531 |
-
Cosine Similarity: 0.2732
|
532 |
-
Structural Similarity: 0.0462
|
533 |
-
Information Retrieval: 0.2000
|
534 |
-
Code Consistency: 0.1371
|
535 |
-
Readability: 0.3984
|
536 |
-
Weighted Score: 0.1821
|
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