Upload llama3.1-8b-instruct-fp16_results_20240912_185437.log

llama3.1-8b-instruct-fp16_results_20240912_185437.log

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+Evaluation Results for model: llama3.1:8b-instruct-fp16
+Timestamp: 20240912_185437
+
+Average Scores:
+bleu: 0.0072
+rouge-1: 0.1196
+rouge-2: 0.0169
+rouge-l: 0.1151
+cosine_similarity: 0.3029
+structural_similarity: 0.2416
+information_retrieval: 0.4450
+code_consistency: 0.0796
+readability: 0.3790
+weighted_score: 0.2443
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.0146
+  ROUGE-1: 0.1632
+  ROUGE-2: 0.0305
+  ROUGE-L: 0.1632
+  Cosine Similarity: 0.4184
+  Structural Similarity: 0.1447
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0192
+  Readability: 0.3331
+  Weighted Score: 0.1802
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.0232
+  ROUGE-1: 0.2133
+  ROUGE-2: 0.0388
+  ROUGE-L: 0.2027
+  Cosine Similarity: 0.4974
+  Structural Similarity: 0.4706
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0739
+  Readability: 0.3158
+  Weighted Score: 0.2723
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.0700
+  ROUGE-2: 0.0113
+  ROUGE-L: 0.0682
+  Cosine Similarity: 0.2800
+  Structural Similarity: 0.2143
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0722
+  Readability: 0.4870
+  Weighted Score: 0.2463
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0089
+  ROUGE-1: 0.0771
+  ROUGE-2: 0.0057
+  ROUGE-L: 0.0771
+  Cosine Similarity: 0.0722
+  Structural Similarity: 0.2000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.2222
+  Readability: 0.6725
+  Weighted Score: 0.3724
+
+Repository: mackup
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1013
+  ROUGE-2: 0.0243
+  ROUGE-L: 0.0949
+  Cosine Similarity: 0.1715
+  Structural Similarity: 0.1154
+  Information Retrieval: 0.4000
+  Code Consistency: 0.1481
+  Readability: 0.4495
+  Weighted Score: 0.2356
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 0.0064
+  ROUGE-1: 0.1545
+  ROUGE-2: 0.0220
+  ROUGE-L: 0.1491
+  Cosine Similarity: 0.3328
+  Structural Similarity: 0.1786
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0779
+  Readability: 0.2945
+  Weighted Score: 0.2172
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.0154
+  ROUGE-1: 0.1783
+  ROUGE-2: 0.0307
+  ROUGE-L: 0.1700
+  Cosine Similarity: 0.4092
+  Structural Similarity: 0.2069
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0753
+  Readability: 0.2566
+  Weighted Score: 0.3022
+
+Repository: python-fire
+Scores:
+  BLEU: 0.0071
+  ROUGE-1: 0.1535
+  ROUGE-2: 0.0051
+  ROUGE-L: 0.1452
+  Cosine Similarity: 0.1611
+  Structural Similarity: 0.4375
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0334
+  Readability: 0.5114
+  Weighted Score: 0.2197
+
+Repository: devika
+Scores:
+  BLEU: 0.0039
+  ROUGE-1: 0.1636
+  ROUGE-2: 0.0174
+  ROUGE-L: 0.1609
+  Cosine Similarity: 0.3397
+  Structural Similarity: 0.2941
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0529
+  Readability: 0.2556
+  Weighted Score: 0.2569
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0264
+  ROUGE-1: 0.1636
+  ROUGE-2: 0.0257
+  ROUGE-L: 0.1569
+  Cosine Similarity: 0.4481
+  Structural Similarity: 0.4800
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0624
+  Readability: 0.3963
+  Weighted Score: 0.3188
+
+Repository: Depix
+Scores:
+  BLEU: 0.0038
+  ROUGE-1: 0.1724
+  ROUGE-2: 0.0175
+  ROUGE-L: 0.1652
+  Cosine Similarity: 0.3350
+  Structural Similarity: 0.4091
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0400
+  Readability: 0.2058
+  Weighted Score: 0.2558
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.0204
+  ROUGE-1: 0.1530
+  ROUGE-2: 0.0324
+  ROUGE-L: 0.1491
+  Cosine Similarity: 0.2507
+  Structural Similarity: 0.4091
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0263
+  Readability: 0.4085
+  Weighted Score: 0.2862
+
+Repository: httpx
+Scores:
+  BLEU: 0.0076
+  ROUGE-1: 0.1764
+  ROUGE-2: 0.0236
+  ROUGE-L: 0.1764
+  Cosine Similarity: 0.3353
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0520
+  Readability: 0.4227
+  Weighted Score: 0.3118
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0608
+  ROUGE-2: 0.0110
+  ROUGE-L: 0.0576
+  Cosine Similarity: 0.0855
+  Structural Similarity: 0.3846
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0204
+  Readability: 0.2292
+  Weighted Score: 0.1413
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0016
+  ROUGE-1: 0.1655
+  ROUGE-2: 0.0239
+  ROUGE-L: 0.1585
+  Cosine Similarity: 0.4465
+  Structural Similarity: 0.2381
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0502
+  Readability: 0.3974
+  Weighted Score: 0.2498
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.0077
+  ROUGE-1: 0.1827
+  ROUGE-2: 0.0132
+  ROUGE-L: 0.1778
+  Cosine Similarity: 0.2866
+  Structural Similarity: 0.4375
+  Information Retrieval: 0.0000
+  Code Consistency: 0.0575
+  Readability: 0.3649
+  Weighted Score: 0.1702
+
+Repository: face_recognition
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0954
+  ROUGE-2: 0.0156
+  ROUGE-L: 0.0934
+  Cosine Similarity: 0.2635
+  Structural Similarity: 0.1628
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.3270
+  Weighted Score: 0.2749
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0574
+  ROUGE-2: 0.0070
+  ROUGE-L: 0.0555
+  Cosine Similarity: 0.4427
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0645
+  Readability: 0.3067
+  Weighted Score: 0.1651
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0051
+  ROUGE-1: 0.0440
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0440
+  Cosine Similarity: 0.0357
+  Structural Similarity: 0.1750
+  Information Retrieval: 0.8000
+  Code Consistency: 1.0000
+  Readability: 0.4945
+  Weighted Score: 0.4834
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1194
+  ROUGE-2: 0.0218
+  ROUGE-L: 0.1119
+  Cosine Similarity: 0.5187
+  Structural Similarity: 0.1143
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.5036
+  Weighted Score: 0.2925
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0230
+  ROUGE-2: 0.0009
+  ROUGE-L: 0.0230
+  Cosine Similarity: 0.0914
+  Structural Similarity: 0.0727
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0066
+  Readability: 0.4126
+  Weighted Score: 0.1418
+
+Repository: twint
+Scores:
+  BLEU: 0.0099
+  ROUGE-1: 0.1380
+  ROUGE-2: 0.0243
+  ROUGE-L: 0.1272
+  Cosine Similarity: 0.3583
+  Structural Similarity: 0.4000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1121
+  Readability: 0.5114
+  Weighted Score: 0.3312
+
+Repository: flask
+Scores:
+  BLEU: 0.0305
+  ROUGE-1: 0.1933
+  ROUGE-2: 0.0291
+  ROUGE-L: 0.1667
+  Cosine Similarity: 0.2801
+  Structural Similarity: 0.2857
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0740
+  Readability: -0.0125
+  Weighted Score: 0.1649
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0294
+  ROUGE-2: 0.0027
+  ROUGE-L: 0.0285
+  Cosine Similarity: 0.3756
+  Structural Similarity: 0.0263
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.3077
+  Weighted Score: 0.2238
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0083
+  ROUGE-1: 0.1401
+  ROUGE-2: 0.0100
+  ROUGE-L: 0.1362
+  Cosine Similarity: 0.1860
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0296
+  Readability: 0.1172
+  Weighted Score: 0.1812
+
+Repository: grok-1
+Scores:
+  BLEU: 0.0084
+  ROUGE-1: 0.1846
+  ROUGE-2: 0.0223
+  ROUGE-L: 0.1714
+  Cosine Similarity: 0.5433
+  Structural Similarity: 0.1333
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0843
+  Readability: 0.5787
+  Weighted Score: 0.2938
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0624
+  ROUGE-2: 0.0101
+  ROUGE-L: 0.0615
+  Cosine Similarity: 0.4556
+  Structural Similarity: 0.0301
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0000
+  Readability: 0.2515
+  Weighted Score: 0.1433
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0186
+  ROUGE-2: 0.0031
+  ROUGE-L: 0.0186
+  Cosine Similarity: 0.1000
+  Structural Similarity: 0.0625
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.5513
+  Weighted Score: 0.2079
+
+Repository: hackingtool
+Scores:
+  BLEU: 0.0044
+  ROUGE-1: 0.1163
+  ROUGE-2: 0.0107
+  ROUGE-L: 0.1142
+  Cosine Similarity: 0.2302
+  Structural Similarity: 0.1300
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0695
+  Readability: 0.4891
+  Weighted Score: 0.2763
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0054
+  ROUGE-1: 0.1157
+  ROUGE-2: 0.0189
+  ROUGE-L: 0.1121
+  Cosine Similarity: 0.3088
+  Structural Similarity: 0.0455
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0667
+  Readability: 0.5229
+  Weighted Score: 0.2421
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0315
+  ROUGE-2: 0.0026
+  ROUGE-L: 0.0298
+  Cosine Similarity: 0.4124
+  Structural Similarity: 0.0332
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0588
+  Readability: -0.1289
+  Weighted Score: 0.1127
+
+Repository: rembg
+Scores:
+  BLEU: 0.0019
+  ROUGE-1: 0.1599
+  ROUGE-2: 0.0292
+  ROUGE-L: 0.1483
+  Cosine Similarity: 0.2068
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0783
+  Readability: 0.4529
+  Weighted Score: 0.2834
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0265
+  ROUGE-2: 0.0041
+  ROUGE-L: 0.0258
+  Cosine Similarity: 0.2773
+  Structural Similarity: 0.0779
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0417
+  Readability: 0.3006
+  Weighted Score: 0.1459
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0252
+  ROUGE-1: 0.2108
+  ROUGE-2: 0.0260
+  ROUGE-L: 0.2034
+  Cosine Similarity: 0.4367
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0847
+  Readability: 0.4921
+  Weighted Score: 0.3463
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.1453
+  ROUGE-2: 0.0132
+  ROUGE-L: 0.1453
+  Cosine Similarity: 0.2666
+  Structural Similarity: 0.3846
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0288
+  Readability: 0.4238
+  Weighted Score: 0.2458
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0055
+  ROUGE-1: 0.0489
+  ROUGE-2: 0.0065
+  ROUGE-L: 0.0489
+  Cosine Similarity: 0.0460
+  Structural Similarity: 0.3889
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0296
+  Readability: 0.6001
+  Weighted Score: 0.2535
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0887
+  ROUGE-2: 0.0188
+  ROUGE-L: 0.0887
+  Cosine Similarity: 0.4796
+  Structural Similarity: 0.0625
+  Information Retrieval: 0.0000
+  Code Consistency: 0.0573
+  Readability: 0.4434
+  Weighted Score: 0.1609
+
+Repository: flux
+Scores:
+  BLEU: 0.0078
+  ROUGE-1: 0.1724
+  ROUGE-2: 0.0214
+  ROUGE-L: 0.1690
+  Cosine Similarity: 0.2646
+  Structural Similarity: 0.3438
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0909
+  Readability: 0.3219
+  Weighted Score: 0.2763
+
+Repository: pyright
+Scores:
+  BLEU: 0.0278
+  ROUGE-1: 0.1606
+  ROUGE-2: 0.0366
+  ROUGE-L: 0.1554
+  Cosine Similarity: 0.2608
+  Structural Similarity: 0.3889
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.3943
+  Weighted Score: 0.2784
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0524
+  ROUGE-2: 0.0073
+  ROUGE-L: 0.0519
+  Cosine Similarity: 0.4042
+  Structural Similarity: 0.0202
+  Information Retrieval: 0.2000
+  Code Consistency: 0.1210
+  Readability: 0.4992
+  Weighted Score: 0.2102