Upload mistral-nemo-12b-instruct-2407-fp16_results_20240912_182234.log

mistral-nemo-12b-instruct-2407-fp16_results_20240912_182234.log

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+Evaluation Results for model: mistral-nemo:12b-instruct-2407-fp16
+Timestamp: 20240912_182234
+
+Average Scores:
+bleu: 0.0109
+rouge-1: 0.1124
+rouge-2: 0.0170
+rouge-l: 0.1094
+cosine_similarity: 0.2662
+structural_similarity: 0.2426
+information_retrieval: 0.5200
+code_consistency: 0.0880
+readability: 0.3730
+weighted_score: 0.2562
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.0054
+  ROUGE-1: 0.1679
+  ROUGE-2: 0.0276
+  ROUGE-L: 0.1679
+  Cosine Similarity: 0.3189
+  Structural Similarity: 0.1184
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0224
+  Readability: 0.4004
+  Weighted Score: 0.2610
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.0227
+  ROUGE-1: 0.1712
+  ROUGE-2: 0.0260
+  ROUGE-L: 0.1626
+  Cosine Similarity: 0.3477
+  Structural Similarity: 0.4000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0443
+  Readability: 0.1466
+  Weighted Score: 0.2873
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.0005
+  ROUGE-1: 0.0718
+  ROUGE-2: 0.0111
+  ROUGE-L: 0.0718
+  Cosine Similarity: 0.3376
+  Structural Similarity: 0.1964
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0722
+  Readability: 0.3280
+  Weighted Score: 0.2987
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0152
+  ROUGE-1: 0.0803
+  ROUGE-2: 0.0162
+  ROUGE-L: 0.0803
+  Cosine Similarity: 0.0913
+  Structural Similarity: 0.2750
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1389
+  Readability: 0.6163
+  Weighted Score: 0.3151
+
+Repository: mackup
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0812
+  ROUGE-2: 0.0183
+  ROUGE-L: 0.0769
+  Cosine Similarity: 0.1599
+  Structural Similarity: 0.1923
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1481
+  Readability: 0.3452
+  Weighted Score: 0.2598
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 0.0222
+  ROUGE-1: 0.1630
+  ROUGE-2: 0.0241
+  ROUGE-L: 0.1533
+  Cosine Similarity: 0.3942
+  Structural Similarity: 0.1607
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0519
+  Readability: 0.4738
+  Weighted Score: 0.3342
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.0063
+  ROUGE-1: 0.1495
+  ROUGE-2: 0.0351
+  ROUGE-L: 0.1441
+  Cosine Similarity: 0.3481
+  Structural Similarity: 0.3966
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0430
+  Readability: 0.3422
+  Weighted Score: 0.2831
+
+Repository: python-fire
+Scores:
+  BLEU: 0.0109
+  ROUGE-1: 0.1498
+  ROUGE-2: 0.0051
+  ROUGE-L: 0.1417
+  Cosine Similarity: 0.1138
+  Structural Similarity: 0.3333
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0334
+  Readability: 0.3270
+  Weighted Score: 0.2078
+
+Repository: devika
+Scores:
+  BLEU: 0.0289
+  ROUGE-1: 0.1578
+  ROUGE-2: 0.0401
+  ROUGE-L: 0.1501
+  Cosine Similarity: 0.2939
+  Structural Similarity: 0.2941
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0577
+  Readability: 0.0853
+  Weighted Score: 0.2219
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0015
+  ROUGE-1: 0.1255
+  ROUGE-2: 0.0145
+  ROUGE-L: 0.1194
+  Cosine Similarity: 0.2762
+  Structural Similarity: 0.2292
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0370
+  Readability: 0.3584
+  Weighted Score: 0.1784
+
+Repository: Depix
+Scores:
+  BLEU: 0.0198
+  ROUGE-1: 0.1414
+  ROUGE-2: 0.0224
+  ROUGE-L: 0.1380
+  Cosine Similarity: 0.3574
+  Structural Similarity: 0.3182
+  Information Retrieval: 0.8000
+  Code Consistency: 0.1200
+  Readability: 0.1872
+  Weighted Score: 0.3011
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.0184
+  ROUGE-1: 0.1224
+  ROUGE-2: 0.0202
+  ROUGE-L: 0.1224
+  Cosine Similarity: 0.1763
+  Structural Similarity: 0.4500
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0263
+  Readability: 0.4962
+  Weighted Score: 0.2578
+
+Repository: httpx
+Scores:
+  BLEU: 0.0244
+  ROUGE-1: 0.1766
+  ROUGE-2: 0.0309
+  ROUGE-L: 0.1766
+  Cosine Similarity: 0.3697
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0581
+  Readability: 0.3686
+  Weighted Score: 0.3076
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0005
+  ROUGE-1: 0.0812
+  ROUGE-2: 0.0178
+  ROUGE-L: 0.0812
+  Cosine Similarity: 0.0955
+  Structural Similarity: 0.3462
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0238
+  Readability: 0.4962
+  Weighted Score: 0.3142
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0023
+  ROUGE-1: 0.1171
+  ROUGE-2: 0.0188
+  ROUGE-L: 0.1152
+  Cosine Similarity: 0.2089
+  Structural Similarity: 0.2857
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0776
+  Readability: 0.2058
+  Weighted Score: 0.2748
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.0219
+  ROUGE-1: 0.1393
+  ROUGE-2: 0.0215
+  ROUGE-L: 0.1393
+  Cosine Similarity: 0.2371
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0521
+  Readability: 0.3320
+  Weighted Score: 0.2756
+
+Repository: face_recognition
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.1182
+  ROUGE-2: 0.0223
+  ROUGE-L: 0.1163
+  Cosine Similarity: 0.4336
+  Structural Similarity: 0.1163
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.3666
+  Weighted Score: 0.2569
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0481
+  ROUGE-2: 0.0042
+  ROUGE-L: 0.0467
+  Cosine Similarity: 0.3044
+  Structural Similarity: 0.0289
+  Information Retrieval: 0.0000
+  Code Consistency: 0.1129
+  Readability: 0.5084
+  Weighted Score: 0.1609
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0018
+  ROUGE-1: 0.0593
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0593
+  Cosine Similarity: 0.1069
+  Structural Similarity: 0.1750
+  Information Retrieval: 0.8000
+  Code Consistency: 1.0000
+  Readability: 0.6021
+  Weighted Score: 0.5128
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1160
+  ROUGE-2: 0.0152
+  ROUGE-L: 0.1116
+  Cosine Similarity: 0.3842
+  Structural Similarity: 0.0857
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0769
+  Readability: 0.5706
+  Weighted Score: 0.3046
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0510
+  ROUGE-2: 0.0035
+  ROUGE-L: 0.0484
+  Cosine Similarity: 0.0723
+  Structural Similarity: 0.0636
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0263
+  Readability: 0.3639
+  Weighted Score: 0.1351
+
+Repository: twint
+Scores:
+  BLEU: 0.0102
+  ROUGE-1: 0.1189
+  ROUGE-2: 0.0169
+  ROUGE-L: 0.1134
+  Cosine Similarity: 0.2062
+  Structural Similarity: 0.3500
+  Information Retrieval: 0.2000
+  Code Consistency: 0.1638
+  Readability: 0.4065
+  Weighted Score: 0.2190
+
+Repository: flask
+Scores:
+  BLEU: 0.0191
+  ROUGE-1: 0.1296
+  ROUGE-2: 0.0161
+  ROUGE-L: 0.1296
+  Cosine Similarity: 0.2013
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0740
+  Readability: 0.2058
+  Weighted Score: 0.2322
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0238
+  ROUGE-2: 0.0029
+  ROUGE-L: 0.0233
+  Cosine Similarity: 0.3054
+  Structural Similarity: 0.0414
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.4309
+  Weighted Score: 0.2825
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0353
+  ROUGE-1: 0.1930
+  ROUGE-2: 0.0294
+  ROUGE-L: 0.1860
+  Cosine Similarity: 0.3039
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0237
+  Readability: 0.0701
+  Weighted Score: 0.2692
+
+Repository: grok-1
+Scores:
+  BLEU: 0.0698
+  ROUGE-1: 0.2111
+  ROUGE-2: 0.0467
+  ROUGE-L: 0.2010
+  Cosine Similarity: 0.4711
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0602
+  Readability: 0.3320
+  Weighted Score: 0.2529
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0870
+  ROUGE-2: 0.0154
+  ROUGE-L: 0.0844
+  Cosine Similarity: 0.5495
+  Structural Similarity: 0.0301
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0411
+  Readability: 0.4380
+  Weighted Score: 0.2000
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0204
+  ROUGE-2: 0.0016
+  ROUGE-L: 0.0204
+  Cosine Similarity: 0.0704
+  Structural Similarity: 0.0446
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.4637
+  Weighted Score: 0.1857
+
+Repository: hackingtool
+Scores:
+  BLEU: 0.0131
+  ROUGE-1: 0.1222
+  ROUGE-2: 0.0086
+  ROUGE-L: 0.1222
+  Cosine Similarity: 0.4898
+  Structural Similarity: 0.1800
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0642
+  Readability: 0.4369
+  Weighted Score: 0.2970
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0149
+  ROUGE-1: 0.1310
+  ROUGE-2: 0.0197
+  ROUGE-L: 0.1276
+  Cosine Similarity: 0.2394
+  Structural Similarity: 0.4583
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0667
+  Readability: 0.5442
+  Weighted Score: 0.2428
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0342
+  ROUGE-2: 0.0059
+  ROUGE-L: 0.0342
+  Cosine Similarity: 0.3649
+  Structural Similarity: 0.0142
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0588
+  Readability: 0.5879
+  Weighted Score: 0.2497
+
+Repository: rembg
+Scores:
+  BLEU: 0.0008
+  ROUGE-1: 0.1257
+  ROUGE-2: 0.0097
+  ROUGE-L: 0.1187
+  Cosine Similarity: 0.1224
+  Structural Similarity: 0.2750
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0870
+  Readability: 0.4248
+  Weighted Score: 0.2707
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0333
+  ROUGE-2: 0.0045
+  ROUGE-L: 0.0326
+  Cosine Similarity: 0.2153
+  Structural Similarity: 0.0844
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1667
+  Readability: 0.3117
+  Weighted Score: 0.2480
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0137
+  ROUGE-1: 0.1538
+  ROUGE-2: 0.0226
+  ROUGE-L: 0.1448
+  Cosine Similarity: 0.2485
+  Structural Similarity: 0.3929
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0975
+  Readability: 0.1679
+  Weighted Score: 0.2093
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0012
+  ROUGE-1: 0.1050
+  ROUGE-2: 0.0108
+  ROUGE-L: 0.1050
+  Cosine Similarity: 0.1898
+  Structural Similarity: 0.2692
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0354
+  Readability: 0.5418
+  Weighted Score: 0.2489
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0087
+  ROUGE-1: 0.0557
+  ROUGE-2: 0.0124
+  ROUGE-L: 0.0557
+  Cosine Similarity: 0.0832
+  Structural Similarity: 0.3182
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0394
+  Readability: 0.5676
+  Weighted Score: 0.2865
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0905
+  ROUGE-2: 0.0178
+  ROUGE-L: 0.0887
+  Cosine Similarity: 0.4879
+  Structural Similarity: 0.0938
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0446
+  Readability: 0.2261
+  Weighted Score: 0.1989
+
+Repository: flux
+Scores:
+  BLEU: 0.0393
+  ROUGE-1: 0.1893
+  ROUGE-2: 0.0304
+  ROUGE-L: 0.1832
+  Cosine Similarity: 0.2522
+  Structural Similarity: 0.4062
+  Information Retrieval: 0.4000
+  Code Consistency: 0.1364
+  Readability: 0.1669
+  Weighted Score: 0.2239
+
+Repository: pyright
+Scores:
+  BLEU: 0.0052
+  ROUGE-1: 0.1390
+  ROUGE-2: 0.0086
+  ROUGE-L: 0.1390
+  Cosine Similarity: 0.1475
+  Structural Similarity: 0.3750
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.2789
+  Weighted Score: 0.1981
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0435
+  ROUGE-2: 0.0048
+  ROUGE-L: 0.0430
+  Cosine Similarity: 0.2732
+  Structural Similarity: 0.0462
+  Information Retrieval: 0.2000
+  Code Consistency: 0.1371
+  Readability: 0.3984
+  Weighted Score: 0.1821