croissant_dataset / code_140b /dataset_stats.md
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num_examples num_words dataset_gb num_tokens avg_word avg_tokens ratio
StarcoderdataPythonTrain 1.28566e+07 5.12858e+09 56.996 2.46051e+10 398.905 1913.8 0.15506
StarcoderdataPythonTest 10000 3.50894e+06 0.046 1.66738e+07 350.894 1667.38 0.00012
StarcoderdataJupyterScriptsDedupFilteredTrain 905365 7.43919e+08 6.668 2.56777e+09 821.678 2836.18 0.01814
StarcoderdataJupyterScriptsDedupFilteredTest 9145 7.35353e+06 0.067 2.728e+07 804.104 2983.05 0.00018
StarcoderdataJupyterStructuredCleanDedupTrain 662056 5.99579e+08 5.55 2.11972e+09 905.632 3201.72 0.0151
StarcoderdataJupyterStructuredCleanDedupTest 6687 6.04737e+06 0.056 2.39126e+07 904.347 3575.99 0.00016
StarcoderdataJsonTrain 4.74155e+06 4.21329e+08 5.432 2.16587e+09 88.859 456.785 0.01478
StarcoderdataJsonTest 10000 898104 0.012 4.70542e+06 89.8104 470.542 4e-05
StarcoderdataJavaTrain 2.00618e+07 7.27933e+09 82.486 2.97407e+10 362.846 1482.46 0.2244
StarcoderdataJavaTest 10000 3.55824e+06 0.041 1.53566e+07 355.824 1535.66 0.00012
StarcoderdataJavascriptTrain 1.95343e+07 5.04092e+09 61.641 2.45466e+10 258.055 1256.59 0.1677
StarcoderdataJavascriptTest 10000 2.80218e+06 0.032 1.27144e+07 280.218 1271.44 8e-05
StarcoderdataCppTrain 6.34353e+06 4.27748e+09 45.841 1.96079e+10 674.306 3091.01 0.1247
StarcoderdataCppTest 10000 6.91207e+06 0.073 2.93608e+07 691.207 2936.08 0.0002
StarcoderdataDockerfileTrain 565791 4.46634e+07 0.413 1.61483e+08 78.9397 285.41 0.00112
StarcoderdataDockerfileTest 5715 458950 0.004 1.65102e+06 80.3062 288.892 2e-05
StarcoderdataTexTrain 517551 5.58546e+08 4.857 1.91688e+09 1079.21 3703.76 0.01322
StarcoderdataTexTest 5227 6.70897e+06 0.054 2.5455e+07 1283.52 4869.91 0.00014
StarcoderdataSqlTrain 965666 6.42139e+08 10.379 3.27824e+09 664.97 3394.8 0.02824
StarcoderdataSqlTest 9754 8.9896e+06 0.104 4.64243e+07 921.632 4759.52 0.00028
StarcoderdataCTrain 8.52679e+06 4.21762e+09 50.603 1.57918e+10 494.631 1852.02 0.13766
StarcoderdataCTest 10000 6.18598e+06 0.06 2.6075e+07 618.598 2607.5 0.00016
StarcoderdataShellTrain 2.19633e+06 3.21186e+08 2.984 1.17817e+09 146.238 536.43 0.00812
StarcoderdataShellTest 10000 1.5293e+06 0.013 5.70158e+06 152.93 570.158 4e-05
StarcoderdataIdrisTrain 7942 4.54234e+06 0.029 1.17152e+07 571.94 1475.09 8e-05
StarcoderdataIdrisTest 100 66651 0 183089 666.51 1830.89 0
StarcoderdataCudaTrain 57570 5.64904e+07 0.519 2.27237e+08 981.248 3947.14 0.00142
StarcoderdataCudaTest 581 539361 0.005 2.05234e+06 928.332 3532.43 2e-05
CodeContestsTrain 1.48589e+06 5.86869e+08 2.787 1.22861e+09 394.962 826.854 0.00758
CodeContestsTest 8396 4.75029e+06 0.026 1.01016e+07 565.78 1203.14 8e-05
PypiCleanTrain 2.42817e+06 2.58347e+09 29.203 1.21207e+10 1063.96 4991.72 0.07944
PypiCleanTest 10000 9.6692e+06 0.12 4.47796e+07 966.92 4477.96 0.00032
GithubJupyterCodeToTextTrain 46978 6.11044e+07 0.481 1.59494e+08 1300.7 3395.09 0.0013
GithubJupyterCodeToTextTest 474 641989 0.005 1.67113e+06 1354.41 3525.59 2e-05
Train 8.19039e+07 3.25678e+10 366.869 1.41428e+11 397.634 1726.76 0.99804
Test 126079 7.06207e+07 0.718 2.94098e+08 560.131 2332.65 0.00196