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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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-
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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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-
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- Detailed Results:
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-
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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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-
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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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-
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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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-
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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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-
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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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- Readability: 0.3452
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- Weighted Score: 0.2598
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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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- Cosine Similarity: 0.1763
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- Structural Similarity: 0.4500
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- Information Retrieval: 0.4000
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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- 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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-
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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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- Cosine Similarity: 0.3039
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- Structural Similarity: 0.4286
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- Information Retrieval: 0.8000
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- Code Consistency: 0.0237
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- Readability: 0.0701
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- Weighted Score: 0.2692
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-
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- Repository: grok-1
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- Scores:
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- BLEU: 0.0698
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- ROUGE-1: 0.2111
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- ROUGE-2: 0.0467
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- ROUGE-L: 0.2010
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- Cosine Similarity: 0.4711
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- Structural Similarity: 0.2500
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0602
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- Readability: 0.3320
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- Weighted Score: 0.2529
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-
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- Repository: PyTorch-GAN
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- Scores:
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- BLEU: 0.0000
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- ROUGE-1: 0.0870
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- ROUGE-2: 0.0154
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- ROUGE-L: 0.0844
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- Cosine Similarity: 0.5495
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- Structural Similarity: 0.0301
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- Information Retrieval: 0.2000
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- Code Consistency: 0.0411
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- Readability: 0.4380
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- Weighted Score: 0.2000
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-
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- Repository: public-apis
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- Scores:
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- BLEU: 0.0000
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- ROUGE-1: 0.0204
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- ROUGE-2: 0.0016
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- ROUGE-L: 0.0204
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- Cosine Similarity: 0.0704
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- Structural Similarity: 0.0446
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0000
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- Readability: 0.4637
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- Weighted Score: 0.1857
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-
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- Repository: hackingtool
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- Scores:
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- BLEU: 0.0131
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- ROUGE-1: 0.1222
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- ROUGE-2: 0.0086
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- ROUGE-L: 0.1222
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- Cosine Similarity: 0.4898
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- Structural Similarity: 0.1800
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- Information Retrieval: 0.6000
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- Code Consistency: 0.0642
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- Readability: 0.4369
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- Weighted Score: 0.2970
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-
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- Repository: cascadia-code
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- Scores:
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- BLEU: 0.0149
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- ROUGE-1: 0.1310
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- ROUGE-2: 0.0197
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- ROUGE-L: 0.1276
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- Cosine Similarity: 0.2394
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- Structural Similarity: 0.4583
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- Information Retrieval: 0.2000
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- Code Consistency: 0.0667
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- Readability: 0.5442
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- Weighted Score: 0.2428
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-
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- Repository: python-cheatsheet
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- Scores:
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- BLEU: 0.0000
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- ROUGE-1: 0.0342
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- ROUGE-2: 0.0059
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- ROUGE-L: 0.0342
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- Cosine Similarity: 0.3649
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- Structural Similarity: 0.0142
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0588
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- Readability: 0.5879
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- Weighted Score: 0.2497
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-
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- Repository: rembg
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- Scores:
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- BLEU: 0.0008
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- ROUGE-1: 0.1257
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- ROUGE-2: 0.0097
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- ROUGE-L: 0.1187
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- Cosine Similarity: 0.1224
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- Structural Similarity: 0.2750
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- Information Retrieval: 0.6000
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- Code Consistency: 0.0870
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- Readability: 0.4248
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- Weighted Score: 0.2707
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-
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- Repository: devops-exercises
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- Scores:
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- BLEU: 0.0000
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- ROUGE-1: 0.0333
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- ROUGE-2: 0.0045
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- ROUGE-L: 0.0326
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- Cosine Similarity: 0.2153
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- Structural Similarity: 0.0844
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- Information Retrieval: 0.6000
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- Code Consistency: 0.1667
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- Readability: 0.3117
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- Weighted Score: 0.2480
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-
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- Repository: AutoEq
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- Scores:
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- BLEU: 0.0137
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- ROUGE-1: 0.1538
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- ROUGE-2: 0.0226
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- ROUGE-L: 0.1448
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- Cosine Similarity: 0.2485
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- Structural Similarity: 0.3929
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0975
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- Readability: 0.1679
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- Weighted Score: 0.2093
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-
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- Repository: MiniGPT-4
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- Scores:
462
- BLEU: 0.0012
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- ROUGE-1: 0.1050
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- ROUGE-2: 0.0108
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- ROUGE-L: 0.1050
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- Cosine Similarity: 0.1898
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- Structural Similarity: 0.2692
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0354
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- Readability: 0.5418
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- Weighted Score: 0.2489
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-
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- Repository: python-spider
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- Scores:
475
- BLEU: 0.0087
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- ROUGE-1: 0.0557
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- ROUGE-2: 0.0124
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- ROUGE-L: 0.0557
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- Cosine Similarity: 0.0832
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- Structural Similarity: 0.3182
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- Information Retrieval: 0.6000
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- Code Consistency: 0.0394
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- Readability: 0.5676
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- Weighted Score: 0.2865
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-
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- Repository: chatgpt-retrieval-plugin
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- Scores:
488
- BLEU: 0.0000
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- ROUGE-1: 0.0905
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- ROUGE-2: 0.0178
491
- ROUGE-L: 0.0887
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- Cosine Similarity: 0.4879
493
- Structural Similarity: 0.0938
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- Information Retrieval: 0.4000
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- Code Consistency: 0.0446
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- Readability: 0.2261
497
- Weighted Score: 0.1989
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-
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- Repository: flux
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- Scores:
501
- BLEU: 0.0393
502
- ROUGE-1: 0.1893
503
- ROUGE-2: 0.0304
504
- ROUGE-L: 0.1832
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- Cosine Similarity: 0.2522
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- Structural Similarity: 0.4062
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- Information Retrieval: 0.4000
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- Code Consistency: 0.1364
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- Readability: 0.1669
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- Weighted Score: 0.2239
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-
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- Repository: pyright
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- Scores:
514
- BLEU: 0.0052
515
- ROUGE-1: 0.1390
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- ROUGE-2: 0.0086
517
- ROUGE-L: 0.1390
518
- Cosine Similarity: 0.1475
519
- Structural Similarity: 0.3750
520
- Information Retrieval: 0.4000
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- Code Consistency: 0.0000
522
- Readability: 0.2789
523
- Weighted Score: 0.1981
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-
525
- Repository: system-design-primer
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- Scores:
527
- BLEU: 0.0000
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- 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
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- Code Consistency: 0.1371
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- Readability: 0.3984
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- Weighted Score: 0.1821