starcoder-curated / dataset_stats.json
mdonigian's picture
Upload folder using huggingface_hub
43d9520 verified
{
"total_documents": 5203508,
"total_tokens": 3901693149,
"num_output_files": 6,
"classified_documents": 1553596,
"classified_tokens": 1677359823,
"group_distribution": {
"library": {
"display_name": "Library/Package",
"docs": 1075672,
"tokens": 1079381502,
"pct_tokens": 64.35
},
"application": {
"display_name": "Application",
"docs": 118200,
"tokens": 56360750,
"pct_tokens": 3.36
},
"script": {
"display_name": "Script/CLI",
"docs": 24871,
"tokens": 17853662,
"pct_tokens": 1.06
},
"test": {
"display_name": "Test Code",
"docs": 48003,
"tokens": 91370763,
"pct_tokens": 5.45
},
"low_value": {
"display_name": "Config/Data/Generated/Other",
"docs": 286850,
"tokens": 432393146,
"pct_tokens": 25.78
}
},
"content_type_distribution": {
"library": 1075672,
"application": 118200,
"test": 48003,
"config": 3133,
"tutorial": 2843,
"data": 5585,
"generated": 275289,
"script": 24871,
"other": 0
},
"quality_distribution": {
"1": 0,
"2": 42668,
"3": 129945,
"4": 1380674,
"5": 309
},
"quality_stats": {
"mean": 3.788,
"std": 0.432,
"median": 3.875
},
"sd_distribution": {
"SD0": {
"range": "[0.0, 0.5)",
"docs": 0,
"tokens": 0,
"pct": 0.0,
"target_pct": 10.0
},
"SD1": {
"range": "[0.5, 1.5)",
"docs": 0,
"tokens": 0,
"pct": 0.0,
"target_pct": 20.0
},
"SD2": {
"range": "[1.5, 2.5)",
"docs": 49213,
"tokens": 55140562,
"pct": 3.17,
"target_pct": 35.0
},
"SD3": {
"range": "[2.5, 3.5)",
"docs": 1504383,
"tokens": 1622219261,
"pct": 96.83,
"target_pct": 35.0
}
},
"sd_stats": {
"mean": 2.844,
"std": 0.19,
"median": 2.844
},
"top_languages": [
{
"language": "typescript",
"tokens": 598255831,
"docs": 841426,
"pct_tokens": 15.33
},
{
"language": "python",
"tokens": 594491555,
"docs": 567721,
"pct_tokens": 15.24
},
{
"language": "github-issues-filtered-structured",
"tokens": 425892784,
"docs": 485384,
"pct_tokens": 10.92
},
{
"language": "markdown",
"tokens": 347112952,
"docs": 351728,
"pct_tokens": 8.9
},
{
"language": "json",
"tokens": 339833981,
"docs": 1124326,
"pct_tokens": 8.71
},
{
"language": "go",
"tokens": 332569389,
"docs": 73899,
"pct_tokens": 8.52
},
{
"language": "sql",
"tokens": 231050279,
"docs": 121035,
"pct_tokens": 5.92
},
{
"language": "javascript",
"tokens": 228398196,
"docs": 281216,
"pct_tokens": 5.85
},
{
"language": "yaml",
"tokens": 228221967,
"docs": 957872,
"pct_tokens": 5.85
},
{
"language": "java",
"tokens": 125354344,
"docs": 57787,
"pct_tokens": 3.21
},
{
"language": "c-sharp",
"tokens": 115640806,
"docs": 114063,
"pct_tokens": 2.96
},
{
"language": "html",
"tokens": 111255466,
"docs": 53527,
"pct_tokens": 2.85
},
{
"language": "c",
"tokens": 109359872,
"docs": 75899,
"pct_tokens": 2.8
},
{
"language": "haskell",
"tokens": 87567023,
"docs": 84862,
"pct_tokens": 2.24
},
{
"language": "rust",
"tokens": 26660301,
"docs": 12752,
"pct_tokens": 0.68
},
{
"language": "jupyter-scripts-dedup-filtered",
"tokens": 28403,
"docs": 11,
"pct_tokens": 0.0
}
],
"slice_distribution": {
"schema_languages": {
"description": "Schema/data/query languages \u2014 inherently structured, light filter only",
"strategy": "light_filter",
"languages": [
"json",
"yaml",
"sql",
"protocol-buffer",
"thrift",
"xslt"
],
"target_tokens": 800000000,
"actual_tokens": 799106227,
"docs": 2203233,
"pct_of_target": 99.9,
"pct_of_total": 20.5
},
"typescript": {
"description": "TypeScript \u2014 strong type system, filter by structured data relevance \u2265 2",
"strategy": "relevance_filter",
"languages": [
"typescript"
],
"target_tokens": 600000000,
"actual_tokens": 598255831,
"docs": 841426,
"pct_of_target": 99.7,
"pct_of_total": 15.3,
"quality_mean": 3.81,
"sd_mean": 2.88
},
"python": {
"description": "Python \u2014 filter by structured data relevance \u2265 2",
"strategy": "relevance_filter",
"languages": [
"python"
],
"target_tokens": 600000000,
"actual_tokens": 594491555,
"docs": 567721,
"pct_of_target": 99.1,
"pct_of_total": 15.2,
"quality_mean": 3.71,
"sd_mean": 2.73
},
"rust_go_java": {
"description": "Rust/Go/Java \u2014 strongly typed, filter by structured data relevance \u2265 2",
"strategy": "relevance_filter",
"languages": [
"rust",
"go",
"java"
],
"target_tokens": 600000000,
"actual_tokens": 484584034,
"docs": 144438,
"pct_of_target": 80.8,
"pct_of_total": 12.4,
"quality_mean": 3.97,
"sd_mean": 3.07
},
"jupyter": {
"description": "Jupyter notebooks \u2014 filter by structured data relevance \u2265 2",
"strategy": "relevance_filter",
"languages": [
"jupyter-scripts-dedup-filtered"
],
"target_tokens": 400000000,
"actual_tokens": 28403,
"docs": 11,
"pct_of_target": 0.0,
"pct_of_total": 0.0,
"quality_mean": 3.11,
"sd_mean": 2.23
},
"github_issues": {
"description": "GitHub issues (technical) \u2014 keyword filter for structured data topics",
"strategy": "keyword_filter",
"languages": [
"github-issues-filtered-structured"
],
"target_tokens": 500000000,
"actual_tokens": 425892784,
"docs": 485384,
"pct_of_target": 85.2,
"pct_of_total": 10.9
},
"general_code": {
"description": "General code \u2014 random sample from all other languages for diversity",
"strategy": "light_filter",
"languages": [
"ada",
"agda",
"alloy",
"antlr",
"applescript",
"assembly",
"augeas",
"awk",
"batchfile",
"bluespec",
"c",
"c-sharp",
"clojure",
"cmake",
"coffeescript",
"common-lisp",
"cpp",
"css",
"cuda",
"dart",
"dockerfile",
"elixir",
"elm",
"emacs-lisp",
"erlang",
"f-sharp",
"fortran",
"glsl",
"groovy",
"haskell",
"html",
"idris",
"isabelle",
"java-server-pages",
"javascript",
"julia",
"jupyter-structured-clean-dedup",
"kotlin",
"lean",
"literate-agda",
"literate-coffeescript",
"literate-haskell",
"lua",
"makefile",
"maple",
"markdown",
"mathematica",
"matlab",
"ocaml",
"pascal",
"perl",
"php",
"powershell",
"prolog",
"r",
"racket",
"restructuredtext",
"rmarkdown",
"ruby",
"sas",
"scala",
"scheme",
"shell",
"smalltalk",
"solidity",
"sparql",
"stan",
"standard-ml",
"stata",
"systemverilog",
"tcl",
"tcsh",
"tex",
"verilog",
"vhdl",
"visual-basic",
"yacc",
"zig"
],
"target_tokens": 1000000000,
"actual_tokens": 999334315,
"docs": 961295,
"pct_of_target": 99.9,
"pct_of_total": 25.6
}
},
"token_count_distribution": {
"p10": 55,
"p25": 111,
"p50": 255,
"p75": 631,
"p90": 1416,
"mean": 749
}
}