code_140b/dataset_stats.md

	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