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+ data/toml/data.jsonl filter=lfs diff=lfs merge=lfs -text
1238
+ data/dns-zone/data.jsonl filter=lfs diff=lfs merge=lfs -text
1239
+ data/groovy-server-pages/data.jsonl filter=lfs diff=lfs merge=lfs -text
1240
+ data/maple/data.jsonl filter=lfs diff=lfs merge=lfs -text
1241
+ data/red/data.jsonl filter=lfs diff=lfs merge=lfs -text
1242
+ data/ragel-in-ruby-host/data.jsonl filter=lfs diff=lfs merge=lfs -text
1243
+ data/blitzmax/data.jsonl filter=lfs diff=lfs merge=lfs -text
1244
+ data/jade/data.jsonl filter=lfs diff=lfs merge=lfs -text
1245
+ data/perl/data.jsonl filter=lfs diff=lfs merge=lfs -text
1246
+ data/protocol-buffer/data.jsonl filter=lfs diff=lfs merge=lfs -text
1247
+ data/scss/data.jsonl filter=lfs diff=lfs merge=lfs -text
1248
+ data/twig/data.jsonl filter=lfs diff=lfs merge=lfs -text
1249
+ data/yang/data.jsonl filter=lfs diff=lfs merge=lfs -text
1250
+ data/jsx/data.jsonl filter=lfs diff=lfs merge=lfs -text
1251
+ data/less/data.jsonl filter=lfs diff=lfs merge=lfs -text
1252
+ data/makefile/data.jsonl filter=lfs diff=lfs merge=lfs -text
1253
+ data/qmake/data.jsonl filter=lfs diff=lfs merge=lfs -text
1254
+ data/sass/data.jsonl filter=lfs diff=lfs merge=lfs -text
1255
+ data/assembly/data.jsonl filter=lfs diff=lfs merge=lfs -text
1256
+ data/markdown/data.jsonl filter=lfs diff=lfs merge=lfs -text
1257
+ data/stylus/data.jsonl filter=lfs diff=lfs merge=lfs -text
1258
+ data/batchfile/data.jsonl filter=lfs diff=lfs merge=lfs -text
1259
+ data/c/data.jsonl filter=lfs diff=lfs merge=lfs -text
1260
+ data/emacs-lisp/data.jsonl filter=lfs diff=lfs merge=lfs -text
1261
+ data/inno-setup/data.jsonl filter=lfs diff=lfs merge=lfs -text
1262
+ data/literate-coffeescript/data.jsonl filter=lfs diff=lfs merge=lfs -text
1263
+ data/swift/data.jsonl filter=lfs diff=lfs merge=lfs -text
1264
+ data/arc/data.jsonl filter=lfs diff=lfs merge=lfs -text
1265
+ data/bro/data.jsonl filter=lfs diff=lfs merge=lfs -text
1266
+ data/io/data.jsonl filter=lfs diff=lfs merge=lfs -text
1267
+ data/nginx/data.jsonl filter=lfs diff=lfs merge=lfs -text
1268
+ data/coffeescript/data.jsonl filter=lfs diff=lfs merge=lfs -text
1269
+ data/cython/data.jsonl filter=lfs diff=lfs merge=lfs -text
1270
+ data/edn/data.jsonl filter=lfs diff=lfs merge=lfs -text
1271
+ data/m4/data.jsonl filter=lfs diff=lfs merge=lfs -text
1272
+ data/systemverilog/data.jsonl filter=lfs diff=lfs merge=lfs -text
1273
+ data/mediawiki/data.jsonl filter=lfs diff=lfs merge=lfs -text
1274
+ data/mupad/data.jsonl filter=lfs diff=lfs merge=lfs -text
1275
+ data/oz/data.jsonl filter=lfs diff=lfs merge=lfs -text
1276
+ data/csound/data.jsonl filter=lfs diff=lfs merge=lfs -text
1277
+ data/rebol/data.jsonl filter=lfs diff=lfs merge=lfs -text
1278
+ data/capn-proto/data.jsonl filter=lfs diff=lfs merge=lfs -text
1279
+ data/digital-command-language/data.jsonl filter=lfs diff=lfs merge=lfs -text
1280
+ data/livescript/data.jsonl filter=lfs diff=lfs merge=lfs -text
1281
+ data/purebasic/data.jsonl filter=lfs diff=lfs merge=lfs -text
1282
+ data/r/data.jsonl filter=lfs diff=lfs merge=lfs -text
1283
+ data/cucumber/data.jsonl filter=lfs diff=lfs merge=lfs -text
1284
+ data/krl/data.jsonl filter=lfs diff=lfs merge=lfs -text
1285
+ data/lilypond/data.jsonl filter=lfs diff=lfs merge=lfs -text
1286
+ data/moonscript/data.jsonl filter=lfs diff=lfs merge=lfs -text
1287
+ data/qml/data.jsonl filter=lfs diff=lfs merge=lfs -text
1288
+ data/xquery/data.jsonl filter=lfs diff=lfs merge=lfs -text
1289
+ data/coldfusion/data.jsonl filter=lfs diff=lfs merge=lfs -text
1290
+ data/mathematica/data.jsonl filter=lfs diff=lfs merge=lfs -text
1291
+ data/org/data.jsonl filter=lfs diff=lfs merge=lfs -text
1292
+ data/propeller-spin/data.jsonl filter=lfs diff=lfs merge=lfs -text
1293
+ data/textile/data.jsonl filter=lfs diff=lfs merge=lfs -text
1294
+ data/brainfuck/data.jsonl filter=lfs diff=lfs merge=lfs -text
1295
+ data/jsonld/data.jsonl filter=lfs diff=lfs merge=lfs -text
1296
+ data/ninja/data.jsonl filter=lfs diff=lfs merge=lfs -text
1297
+ data/nix/data.jsonl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,408 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ pretty_name: CommitPackFT
4
+ language:
5
+ - code
6
+ ---
7
+
8
+ ![Octopack](https://github.com/bigcode-project/octopack/blob/31f3320f098703c7910e43492c39366eeea68d83/banner.png?raw=true)
9
+
10
+ # Dataset Card for CommitPackFT
11
+
12
+ ## Table of Contents
13
+ - [Table of Contents](#table-of-contents)
14
+ - [Dataset Description](#dataset-description)
15
+ - [Dataset Summary](#dataset-summary)
16
+ - [Languages](#languages)
17
+ - [Dataset Structure](#dataset-structure)
18
+ - [Data Instances](#data-instances)
19
+ - [Data Fields](#data-fields)
20
+ - [Data Splits](#data-splits)
21
+ - [Dataset Creation](#dataset-creation)
22
+ - [Curation Rationale](#curation-rationale)
23
+ - [Source Data](#source-data)
24
+ - [Annotations](#annotations)
25
+ - [Additional Information](#additional-information)
26
+ - [Licensing Information](#licensing-information)
27
+ - [Citation Information](#citation-information)
28
+ - [Contributions](#contributions)
29
+
30
+ ## Dataset Description
31
+
32
+ - **Repository:** https://github.com/bigcode-project/octopack
33
+ - **Paper:** [OctoPack: Instruction Tuning Code Large Language Models](https://arxiv.org/abs/2308.07124)
34
+ - **Point of Contact:** [Niklas Muennighoff](mailto:[email protected])
35
+
36
+ ### Dataset Summary
37
+
38
+ > CommitPackFT is a 2GB filtered version of [CommitPack](https://huggingface.co/datasets/bigcode/commitpack) to contain only high-quality commit messages that resemble natural language instructions.
39
+ >
40
+ - **Creation:** The dataset can be recreated using instructions available [here](https://github.com/bigcode-project/octopack).
41
+ - **Languages:** 277
42
+ - **OctoPack🐙🎒:**
43
+
44
+ <table>
45
+ <tr>
46
+ <th>Data</t>
47
+ <td><a href=https://huggingface.co/datasets/bigcode/commitpack>CommitPack</a></td>
48
+ <td>4TB of GitHub commits across 350 programming languages</td>
49
+ </tr>
50
+ <tr>
51
+ <th></t>
52
+ <td><a href=https://huggingface.co/datasets/bigcode/commitpackft>CommitPackFT</a></td>
53
+ <td>Filtered version of CommitPack for high-quality commit messages that resemble instructions</td>
54
+ </tr>
55
+ <tr>
56
+ <th>Model</t>
57
+ <td><a href=https://huggingface.co/bigcode/octocoder>OctoCoder</a></td>
58
+ <td>StarCoder (16B parameters) instruction tuned on CommitPackFT + OASST</td>
59
+ </tr>
60
+ <tr>
61
+ <th></t>
62
+ <td><a href=https://huggingface.co/bigcode/octogeex>OctoGeeX</a></td>
63
+ <td>CodeGeeX2 (6B parameters) instruction tuned on CommitPackFT + OASST</td>
64
+ </tr>
65
+ <tr>
66
+ <th>Evaluation&nbsp;&nbsp;</t>
67
+ <td><a href=https://huggingface.co/datasets/bigcode/humanevalpack>HumanEvalPack</a></td>
68
+ <td>Extension of OpenAI's HumanEval to cover 3 scenarios across 6 languages</td>
69
+ </tr>
70
+ </table>
71
+
72
+ ## Dataset Structure
73
+
74
+
75
+ ### Data Instances
76
+
77
+
78
+ An example looks as follows:
79
+
80
+ ```json
81
+ {
82
+ 'commit': '0c17311f7fd511f5dae8f8e4acc2dce1a2de3cf5',
83
+ 'old_file': 'main.py',
84
+ 'new_file': 'main.py',
85
+ 'old_contents': "import numpy as np\nimport matplotlib.pyplot as plt\n\n# generate sample data\nx_data = np.linspace(-5, 5, 20)\ny_data = np.random.normal(0.0, 1.0, x_data.size)\n\nplt.plot(x_data, y_data, 'o')\nplt.show()\n",
86
+ 'new_contents': "import math\nimport numpy as np\nimport matplotlib.pyplot as plt\n\n# generate sample data\nx_data = np.linspace(-math.pi, math.pi, 30)\ny_data = np.sin(x_data) + np.random.normal(0.0, 0.1, x_data.size)\n\nplt.plot(x_data, y_data, 'o')\nplt.show()\n\n",
87
+ 'subject': 'Change to sin() function with noise',
88
+ 'message': 'Change to sin() function with noise\n',
89
+ 'lang': 'Python',
90
+ 'license': 'mit',
91
+ 'repos': 'MorganR/basic-gaussian-process'
92
+ }
93
+ ```
94
+
95
+ ### Data Fields
96
+
97
+ The data fields are the same among all splits:
98
+ - `commit`: unique commit id
99
+ - `old_file`: name of the file before the commit
100
+ - `new_file`: name of the file after the commit
101
+ - `old_contents`: contents of the file before the commit
102
+ - `new_contents`: contents of the file after the commit
103
+ - `subject`: subject of the commit (this is used for all experiments in the paper)
104
+ - `message`: message of the commit (commonly the same as the subject)
105
+ - `lang`: programming language
106
+ - `license`: license of the repository the code stems from, one of `['mit', 'artistic-2.0', 'isc', 'cc0-1.0', 'epl-1.0', 'mpl-2.0', 'unlicense', 'unknown', 'apache-2.0', 'bsd-3-clause', 'agpl-3.0', 'lgpl-2.1', 'bsd-2-clause']`
107
+ - `repos`: name of the the repository the code stems from (if multiple, they are comma separated)
108
+
109
+ ### Data Splits
110
+
111
+
112
+ | Name | Megabytes | % of total | Samples | % of total |
113
+ | --- | --- | --- | --- | --- |
114
+ | total | 1545.02 | 100.0% | 702062 | 100.0% |
115
+ | ruby | 195.292 | 12.6401% | 69413 | 9.887% |
116
+ | yaml | 190.876 | 12.3543% | 114320 | 16.2835% |
117
+ | python | 132.68 | 8.5876% | 56025 | 7.9801% |
118
+ | markdown | 131.152 | 8.4887% | 62518 | 8.9049% |
119
+ | javascript | 125.008 | 8.091% | 52989 | 7.5476% |
120
+ | json | 86.744 | 5.6144% | 39777 | 5.6657% |
121
+ | shell | 66.864 | 4.3277% | 31217 | 4.4465% |
122
+ | text | 66.664 | 4.3148% | 46588 | 6.6359% |
123
+ | php | 60.22 | 3.8977% | 24791 | 3.5312% |
124
+ | java | 56.284 | 3.6429% | 20635 | 2.9392% |
125
+ | html | 48.42 | 3.1339% | 20214 | 2.8792% |
126
+ | c# | 26.84 | 1.7372% | 9346 | 1.3312% |
127
+ | xml | 23.676 | 1.5324% | 9337 | 1.3299% |
128
+ | html+erb | 23.104 | 1.4954% | 10910 | 1.554% |
129
+ | c | 21.08 | 1.3644% | 8506 | 1.2116% |
130
+ | ini | 21.04 | 1.3618% | 11360 | 1.6181% |
131
+ | coffeescript | 16.96 | 1.0977% | 5513 | 0.7853% |
132
+ | swift | 16.272 | 1.0532% | 4849 | 0.6907% |
133
+ | restructuredtext | 15.728 | 1.018% | 6560 | 0.9344% |
134
+ | typescript | 14.284 | 0.9245% | 5868 | 0.8358% |
135
+ | c++ | 14.136 | 0.9149% | 4992 | 0.711% |
136
+ | scss | 13.208 | 0.8549% | 6829 | 0.9727% |
137
+ | go | 12.132 | 0.7852% | 5004 | 0.7128% |
138
+ | scala | 11.184 | 0.7239% | 5040 | 0.7179% |
139
+ | haml | 10.74 | 0.6951% | 4415 | 0.6289% |
140
+ | css | 9.364 | 0.6061% | 5049 | 0.7192% |
141
+ | rust | 7.244 | 0.4689% | 2996 | 0.4267% |
142
+ | toml | 5.584 | 0.3614% | 3424 | 0.4877% |
143
+ | jsx | 5.5 | 0.356% | 2199 | 0.3132% |
144
+ | kotlin | 5.368 | 0.3474% | 2214 | 0.3154% |
145
+ | clojure | 5.068 | 0.328% | 2403 | 0.3423% |
146
+ | perl | 4.988 | 0.3228% | 2288 | 0.3259% |
147
+ | bitbake | 4.464 | 0.2889% | 1308 | 0.1863% |
148
+ | groovy | 4.168 | 0.2698% | 1486 | 0.2117% |
149
+ | twig | 3.956 | 0.256% | 1610 | 0.2293% |
150
+ | nix | 3.84 | 0.2485% | 1593 | 0.2269% |
151
+ | sql | 3.74 | 0.2421% | 2069 | 0.2947% |
152
+ | less | 3.724 | 0.241% | 1360 | 0.1937% |
153
+ | haskell | 3.308 | 0.2141% | 1389 | 0.1978% |
154
+ | handlebars | 3.292 | 0.2131% | 1429 | 0.2035% |
155
+ | unknown | 3.048 | 0.1973% | 1597 | 0.2275% |
156
+ | batchfile | 2.984 | 0.1931% | 1466 | 0.2088% |
157
+ | cucumber | 2.588 | 0.1675% | 976 | 0.139% |
158
+ | makefile | 2.528 | 0.1636% | 960 | 0.1367% |
159
+ | elixir | 2.348 | 0.152% | 1150 | 0.1638% |
160
+ | jade | 2.348 | 0.152% | 1119 | 0.1594% |
161
+ | cmake | 2.268 | 0.1468% | 981 | 0.1397% |
162
+ | powershell | 2.064 | 0.1336% | 991 | 0.1412% |
163
+ | slim | 2.056 | 0.1331% | 1052 | 0.1498% |
164
+ | emacs-lisp | 1.972 | 0.1276% | 1015 | 0.1446% |
165
+ | dart | 1.96 | 0.1269% | 765 | 0.109% |
166
+ | viml | 1.956 | 0.1266% | 1063 | 0.1514% |
167
+ | asciidoc | 1.864 | 0.1206% | 523 | 0.0745% |
168
+ | lua | 1.852 | 0.1199% | 920 | 0.131% |
169
+ | llvm | 1.6 | 0.1036% | 780 | 0.1111% |
170
+ | smarty | 1.588 | 0.1028% | 737 | 0.105% |
171
+ | diff | 1.48 | 0.0958% | 680 | 0.0969% |
172
+ | common-lisp | 1.448 | 0.0937% | 778 | 0.1108% |
173
+ | saltstack | 1.412 | 0.0914% | 617 | 0.0879% |
174
+ | vue | 1.384 | 0.0896% | 587 | 0.0836% |
175
+ | sass | 1.364 | 0.0883% | 705 | 0.1004% |
176
+ | fish | 1.328 | 0.086% | 813 | 0.1158% |
177
+ | erlang | 1.192 | 0.0772% | 480 | 0.0684% |
178
+ | freemarker | 1.028 | 0.0665% | 510 | 0.0726% |
179
+ | stylus | 0.948 | 0.0614% | 480 | 0.0684% |
180
+ | qml | 0.936 | 0.0606% | 368 | 0.0524% |
181
+ | hcl | 0.912 | 0.059% | 421 | 0.06% |
182
+ | html+django | 0.848 | 0.0549% | 399 | 0.0568% |
183
+ | mako | 0.756 | 0.0489% | 170 | 0.0242% |
184
+ | ada | 0.728 | 0.0471% | 265 | 0.0377% |
185
+ | ocaml | 0.704 | 0.0456% | 333 | 0.0474% |
186
+ | f# | 0.656 | 0.0425% | 254 | 0.0362% |
187
+ | elm | 0.62 | 0.0401% | 265 | 0.0377% |
188
+ | tex | 0.564 | 0.0365% | 307 | 0.0437% |
189
+ | rdoc | 0.552 | 0.0357% | 270 | 0.0385% |
190
+ | csv | 0.532 | 0.0344% | 375 | 0.0534% |
191
+ | protocol-buffer | 0.524 | 0.0339% | 181 | 0.0258% |
192
+ | smalltalk | 0.46 | 0.0298% | 284 | 0.0405% |
193
+ | arduino | 0.456 | 0.0295% | 225 | 0.032% |
194
+ | java-server-pages | 0.452 | 0.0293% | 173 | 0.0246% |
195
+ | scheme | 0.42 | 0.0272% | 213 | 0.0303% |
196
+ | groff | 0.396 | 0.0256% | 192 | 0.0273% |
197
+ | objective-c++ | 0.376 | 0.0243% | 86 | 0.0122% |
198
+ | desktop | 0.364 | 0.0236% | 186 | 0.0265% |
199
+ | factor | 0.356 | 0.023% | 113 | 0.0161% |
200
+ | crystal | 0.348 | 0.0225% | 182 | 0.0259% |
201
+ | rhtml | 0.348 | 0.0225% | 135 | 0.0192% |
202
+ | haxe | 0.344 | 0.0223% | 174 | 0.0248% |
203
+ | glsl | 0.34 | 0.022% | 164 | 0.0234% |
204
+ | gas | 0.336 | 0.0217% | 193 | 0.0275% |
205
+ | html+php | 0.332 | 0.0215% | 150 | 0.0214% |
206
+ | qmake | 0.32 | 0.0207% | 140 | 0.0199% |
207
+ | julia | 0.312 | 0.0202% | 180 | 0.0256% |
208
+ | cython | 0.308 | 0.0199% | 123 | 0.0175% |
209
+ | html+eex | 0.292 | 0.0189% | 135 | 0.0192% |
210
+ | tcl | 0.292 | 0.0189% | 103 | 0.0147% |
211
+ | org | 0.272 | 0.0176% | 136 | 0.0194% |
212
+ | perl6 | 0.268 | 0.0173% | 122 | 0.0174% |
213
+ | m4 | 0.264 | 0.0171% | 101 | 0.0144% |
214
+ | xslt | 0.256 | 0.0166% | 99 | 0.0141% |
215
+ | svg | 0.252 | 0.0163% | 169 | 0.0241% |
216
+ | nimrod | 0.236 | 0.0153% | 67 | 0.0095% |
217
+ | r | 0.228 | 0.0148% | 121 | 0.0172% |
218
+ | robotframework | 0.212 | 0.0137% | 85 | 0.0121% |
219
+ | racket | 0.196 | 0.0127% | 117 | 0.0167% |
220
+ | textile | 0.184 | 0.0119% | 61 | 0.0087% |
221
+ | assembly | 0.172 | 0.0111% | 105 | 0.015% |
222
+ | purescript | 0.172 | 0.0111% | 80 | 0.0114% |
223
+ | unity3d-asset | 0.156 | 0.0101% | 101 | 0.0144% |
224
+ | visual-basic | 0.152 | 0.0098% | 48 | 0.0068% |
225
+ | dm | 0.148 | 0.0096% | 16 | 0.0023% |
226
+ | pod | 0.148 | 0.0096% | 54 | 0.0077% |
227
+ | standard-ml | 0.148 | 0.0096% | 72 | 0.0103% |
228
+ | fortran | 0.144 | 0.0093% | 70 | 0.01% |
229
+ | gettext-catalog | 0.132 | 0.0085% | 72 | 0.0103% |
230
+ | idris | 0.132 | 0.0085% | 38 | 0.0054% |
231
+ | livescript | 0.128 | 0.0083% | 63 | 0.009% |
232
+ | xtend | 0.128 | 0.0083% | 55 | 0.0078% |
233
+ | actionscript | 0.12 | 0.0078% | 49 | 0.007% |
234
+ | vala | 0.116 | 0.0075% | 50 | 0.0071% |
235
+ | awk | 0.104 | 0.0067% | 52 | 0.0074% |
236
+ | ceylon | 0.1 | 0.0065% | 49 | 0.007% |
237
+ | jupyter-notebook | 0.1 | 0.0065% | 48 | 0.0068% |
238
+ | dockerfile | 0.096 | 0.0062% | 39 | 0.0056% |
239
+ | rouge | 0.096 | 0.0062% | 41 | 0.0058% |
240
+ | asp | 0.092 | 0.006% | 22 | 0.0031% |
241
+ | sqf | 0.092 | 0.006% | 45 | 0.0064% |
242
+ | edn | 0.088 | 0.0057% | 48 | 0.0068% |
243
+ | liquid | 0.088 | 0.0057% | 30 | 0.0043% |
244
+ | xquery | 0.084 | 0.0054% | 39 | 0.0056% |
245
+ | linker-script | 0.08 | 0.0052% | 37 | 0.0053% |
246
+ | mediawiki | 0.08 | 0.0052% | 33 | 0.0047% |
247
+ | parrot-internal-representation | 0.08 | 0.0052% | 23 | 0.0033% |
248
+ | solidity | 0.08 | 0.0052% | 37 | 0.0053% |
249
+ | json5 | 0.076 | 0.0049% | 33 | 0.0047% |
250
+ | systemverilog | 0.076 | 0.0049% | 35 | 0.005% |
251
+ | thrift | 0.076 | 0.0049% | 28 | 0.004% |
252
+ | groovy-server-pages | 0.072 | 0.0047% | 25 | 0.0036% |
253
+ | processing | 0.072 | 0.0047% | 35 | 0.005% |
254
+ | cuda | 0.068 | 0.0044% | 25 | 0.0036% |
255
+ | graphviz-dot | 0.068 | 0.0044% | 35 | 0.005% |
256
+ | inno-setup | 0.064 | 0.0041% | 16 | 0.0023% |
257
+ | api-blueprint | 0.06 | 0.0039% | 23 | 0.0033% |
258
+ | nsis | 0.06 | 0.0039% | 15 | 0.0021% |
259
+ | gentoo-ebuild | 0.056 | 0.0036% | 16 | 0.0023% |
260
+ | logtalk | 0.056 | 0.0036% | 21 | 0.003% |
261
+ | jasmin | 0.052 | 0.0034% | 9 | 0.0013% |
262
+ | literate-coffeescript | 0.052 | 0.0034% | 19 | 0.0027% |
263
+ | webidl | 0.052 | 0.0034% | 6 | 0.0009% |
264
+ | coldfusion-cfc | 0.048 | 0.0031% | 20 | 0.0028% |
265
+ | opencl | 0.048 | 0.0031% | 23 | 0.0033% |
266
+ | openscad | 0.048 | 0.0031% | 21 | 0.003% |
267
+ | pan | 0.048 | 0.0031% | 23 | 0.0033% |
268
+ | pascal | 0.048 | 0.0031% | 25 | 0.0036% |
269
+ | pony | 0.048 | 0.0031% | 16 | 0.0023% |
270
+ | turtle | 0.048 | 0.0031% | 21 | 0.003% |
271
+ | chapel | 0.044 | 0.0028% | 20 | 0.0028% |
272
+ | ioke | 0.044 | 0.0028% | 25 | 0.0036% |
273
+ | ooc | 0.044 | 0.0028% | 15 | 0.0021% |
274
+ | sparql | 0.044 | 0.0028% | 23 | 0.0033% |
275
+ | applescript | 0.04 | 0.0026% | 19 | 0.0027% |
276
+ | augeas | 0.04 | 0.0026% | 13 | 0.0019% |
277
+ | g-code | 0.04 | 0.0026% | 7 | 0.001% |
278
+ | mirah | 0.04 | 0.0026% | 16 | 0.0023% |
279
+ | capn-proto | 0.036 | 0.0023% | 12 | 0.0017% |
280
+ | digital-command-language | 0.036 | 0.0023% | 19 | 0.0027% |
281
+ | hy | 0.036 | 0.0023% | 12 | 0.0017% |
282
+ | logos | 0.036 | 0.0023% | 19 | 0.0027% |
283
+ | modelica | 0.036 | 0.0023% | 15 | 0.0021% |
284
+ | vcl | 0.036 | 0.0023% | 18 | 0.0026% |
285
+ | antlr | 0.032 | 0.0021% | 15 | 0.0021% |
286
+ | gdscript | 0.032 | 0.0021% | 9 | 0.0013% |
287
+ | graphql | 0.032 | 0.0021% | 17 | 0.0024% |
288
+ | hlsl | 0.032 | 0.0021% | 11 | 0.0016% |
289
+ | gnuplot | 0.028 | 0.0018% | 17 | 0.0024% |
290
+ | http | 0.028 | 0.0018% | 19 | 0.0027% |
291
+ | ninja | 0.028 | 0.0018% | 14 | 0.002% |
292
+ | oz | 0.028 | 0.0018% | 8 | 0.0011% |
293
+ | raml | 0.028 | 0.0018% | 9 | 0.0013% |
294
+ | aspectj | 0.024 | 0.0016% | 8 | 0.0011% |
295
+ | autohotkey | 0.024 | 0.0016% | 15 | 0.0021% |
296
+ | fancy | 0.024 | 0.0016% | 8 | 0.0011% |
297
+ | moonscript | 0.024 | 0.0016% | 10 | 0.0014% |
298
+ | piglatin | 0.024 | 0.0016% | 11 | 0.0016% |
299
+ | stata | 0.024 | 0.0016% | 10 | 0.0014% |
300
+ | urweb | 0.024 | 0.0016% | 6 | 0.0009% |
301
+ | xs | 0.024 | 0.0016% | 7 | 0.001% |
302
+ | yang | 0.024 | 0.0016% | 6 | 0.0009% |
303
+ | agda | 0.02 | 0.0013% | 10 | 0.0014% |
304
+ | coldfusion | 0.02 | 0.0013% | 9 | 0.0013% |
305
+ | emberscript | 0.02 | 0.0013% | 7 | 0.001% |
306
+ | latte | 0.02 | 0.0013% | 7 | 0.001% |
307
+ | literate-haskell | 0.02 | 0.0013% | 7 | 0.001% |
308
+ | postscript | 0.02 | 0.0013% | 9 | 0.0013% |
309
+ | scilab | 0.02 | 0.0013% | 10 | 0.0014% |
310
+ | tcsh | 0.02 | 0.0013% | 10 | 0.0014% |
311
+ | volt | 0.02 | 0.0013% | 9 | 0.0013% |
312
+ | apl | 0.016 | 0.001% | 7 | 0.001% |
313
+ | genshi | 0.016 | 0.001% | 3 | 0.0004% |
314
+ | jsonld | 0.016 | 0.001% | 6 | 0.0009% |
315
+ | krl | 0.016 | 0.001% | 4 | 0.0006% |
316
+ | lean | 0.016 | 0.001% | 3 | 0.0004% |
317
+ | lfe | 0.016 | 0.001% | 6 | 0.0009% |
318
+ | metal | 0.016 | 0.001% | 4 | 0.0006% |
319
+ | monkey | 0.016 | 0.001% | 4 | 0.0006% |
320
+ | mupad | 0.016 | 0.001% | 4 | 0.0006% |
321
+ | nesc | 0.016 | 0.001% | 7 | 0.001% |
322
+ | nit | 0.016 | 0.001% | 3 | 0.0004% |
323
+ | pike | 0.016 | 0.001% | 6 | 0.0009% |
324
+ | purebasic | 0.016 | 0.001% | 5 | 0.0007% |
325
+ | renpy | 0.016 | 0.001% | 3 | 0.0004% |
326
+ | vhdl | 0.016 | 0.001% | 5 | 0.0007% |
327
+ | xproc | 0.016 | 0.001% | 3 | 0.0004% |
328
+ | zephir | 0.016 | 0.001% | 4 | 0.0006% |
329
+ | apacheconf | 0.012 | 0.0008% | 2 | 0.0003% |
330
+ | boo | 0.012 | 0.0008% | 2 | 0.0003% |
331
+ | brainfuck | 0.012 | 0.0008% | 2 | 0.0003% |
332
+ | bro | 0.012 | 0.0008% | 3 | 0.0004% |
333
+ | cartocss | 0.012 | 0.0008% | 3 | 0.0004% |
334
+ | creole | 0.012 | 0.0008% | 2 | 0.0003% |
335
+ | csound | 0.012 | 0.0008% | 4 | 0.0006% |
336
+ | dylan | 0.012 | 0.0008% | 2 | 0.0003% |
337
+ | eagle | 0.012 | 0.0008% | 4 | 0.0006% |
338
+ | ecl | 0.012 | 0.0008% | 4 | 0.0006% |
339
+ | eiffel | 0.012 | 0.0008% | 2 | 0.0003% |
340
+ | flux | 0.012 | 0.0008% | 3 | 0.0004% |
341
+ | io | 0.012 | 0.0008% | 4 | 0.0006% |
342
+ | jsoniq | 0.012 | 0.0008% | 6 | 0.0009% |
343
+ | lilypond | 0.012 | 0.0008% | 6 | 0.0009% |
344
+ | lsl | 0.012 | 0.0008% | 3 | 0.0004% |
345
+ | mask | 0.012 | 0.0008% | 4 | 0.0006% |
346
+ | nginx | 0.012 | 0.0008% | 2 | 0.0003% |
347
+ | nu | 0.012 | 0.0008% | 2 | 0.0003% |
348
+ | pov-ray-sdl | 0.012 | 0.0008% | 5 | 0.0007% |
349
+ | ragel-in-ruby-host | 0.012 | 0.0008% | 4 | 0.0006% |
350
+ | slash | 0.012 | 0.0008% | 4 | 0.0006% |
351
+ | sourcepawn | 0.012 | 0.0008% | 3 | 0.0004% |
352
+ | squirrel | 0.012 | 0.0008% | 4 | 0.0006% |
353
+ | ston | 0.012 | 0.0008% | 6 | 0.0009% |
354
+ | uno | 0.012 | 0.0008% | 2 | 0.0003% |
355
+ | wisp | 0.012 | 0.0008% | 3 | 0.0004% |
356
+ | xbase | 0.012 | 0.0008% | 3 | 0.0004% |
357
+ | yacc | 0.012 | 0.0008% | 3 | 0.0004% |
358
+ | zig | 0.012 | 0.0008% | 4 | 0.0006% |
359
+ | abap | 0.008 | 0.0005% | 1 | 0.0001% |
360
+ | arc | 0.008 | 0.0005% | 2 | 0.0003% |
361
+ | ats | 0.008 | 0.0005% | 3 | 0.0004% |
362
+ | blitzmax | 0.008 | 0.0005% | 1 | 0.0001% |
363
+ | bluespec | 0.008 | 0.0005% | 2 | 0.0003% |
364
+ | c2hs-haskell | 0.008 | 0.0005% | 2 | 0.0003% |
365
+ | clean | 0.008 | 0.0005% | 1 | 0.0001% |
366
+ | dns-zone | 0.008 | 0.0005% | 2 | 0.0003% |
367
+ | forth | 0.008 | 0.0005% | 2 | 0.0003% |
368
+ | harbour | 0.008 | 0.0005% | 1 | 0.0001% |
369
+ | igor-pro | 0.008 | 0.0005% | 1 | 0.0001% |
370
+ | inform-7 | 0.008 | 0.0005% | 2 | 0.0003% |
371
+ | isabelle | 0.008 | 0.0005% | 2 | 0.0003% |
372
+ | jflex | 0.008 | 0.0005% | 1 | 0.0001% |
373
+ | literate-agda | 0.008 | 0.0005% | 1 | 0.0001% |
374
+ | maple | 0.008 | 0.0005% | 2 | 0.0003% |
375
+ | mathematica | 0.008 | 0.0005% | 1 | 0.0001% |
376
+ | module-management-system | 0.008 | 0.0005% | 1 | 0.0001% |
377
+ | mtml | 0.008 | 0.0005% | 2 | 0.0003% |
378
+ | netlinx | 0.008 | 0.0005% | 1 | 0.0001% |
379
+ | parrot-assembly | 0.008 | 0.0005% | 2 | 0.0003% |
380
+ | pawn | 0.008 | 0.0005% | 3 | 0.0004% |
381
+ | propeller-spin | 0.008 | 0.0005% | 1 | 0.0001% |
382
+ | pure-data | 0.008 | 0.0005% | 1 | 0.0001% |
383
+ | rebol | 0.008 | 0.0005% | 3 | 0.0004% |
384
+ | red | 0.008 | 0.0005% | 1 | 0.0001% |
385
+ | sage | 0.008 | 0.0005% | 1 | 0.0001% |
386
+ | sas | 0.008 | 0.0005% | 1 | 0.0001% |
387
+ | scaml | 0.008 | 0.0005% | 1 | 0.0001% |
388
+ | smt | 0.008 | 0.0005% | 3 | 0.0004% |
389
+ | supercollider | 0.008 | 0.0005% | 2 | 0.0003% |
390
+ | unrealscript | 0.008 | 0.0005% | 1 | 0.0001% |
391
+ | xpages | 0.008 | 0.0005% | 1 | 0.0001% |
392
+
393
+ ## Additional Information
394
+
395
+ ### Licensing Information
396
+
397
+ Each sample comes from a code repository with a permissive license. The license is provided by the `license` field for each sample.
398
+
399
+ ### Citation Information
400
+
401
+ ```bibtex
402
+ @article{muennighoff2023octopack,
403
+ title={OctoPack: Instruction Tuning Code Large Language Models},
404
+ author={Niklas Muennighoff and Qian Liu and Armel Zebaze and Qinkai Zheng and Binyuan Hui and Terry Yue Zhuo and Swayam Singh and Xiangru Tang and Leandro von Werra and Shayne Longpre},
405
+ journal={arXiv preprint arXiv:2308.07124},
406
+ year={2023}
407
+ }
408
+ ```
commitpackft.py ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """CommitPackFT"""
2
+
3
+ import json
4
+
5
+ import datasets
6
+
7
+
8
+ logger = datasets.logging.get_logger(__name__)
9
+
10
+
11
+ _CITATION = """\
12
+ @article{muennighoff2023octopack,
13
+ title={OctoPack: Instruction Tuning Code Large Language Models},
14
+ author={Niklas Muennighoff and Qian Liu and Armel Zebaze and Qinkai Zheng and Binyuan Hui and Terry Yue Zhuo and Swayam Singh and Xiangru Tang and Leandro von Werra and Shayne Longpre},
15
+ journal={arXiv preprint arXiv:2308.07124},
16
+ year={2023}
17
+ }
18
+ """
19
+
20
+ _DESCRIPTION = """\
21
+ CommitPackFT is is a 2GB filtered version of CommitPack to contain only high-quality commit messages that resemble natural language instructions.
22
+ """
23
+
24
+ _LANG = ['abap', 'actionscript', 'ada', 'agda', 'antlr', 'apacheconf', 'api-blueprint', 'apl', 'applescript', 'arc', 'arduino', 'asciidoc', 'asp', 'aspectj', 'assembly', 'ats', 'augeas', 'autohotkey', 'awk', 'batchfile', 'bitbake', 'blitzmax', 'bluespec', 'boo', 'brainfuck', 'bro', 'c', 'c#', 'c++', 'c2hs-haskell', 'capn-proto', 'cartocss', 'ceylon', 'chapel', 'clean', 'clojure', 'cmake', 'coffeescript', 'coldfusion', 'coldfusion-cfc', 'common-lisp', 'creole', 'crystal', 'csound', 'css', 'csv', 'cucumber', 'cuda', 'cython', 'dart', 'desktop', 'diff', 'digital-command-language', 'dm', 'dns-zone', 'dockerfile', 'dylan', 'eagle', 'ecl', 'edn', 'eiffel', 'elixir', 'elm', 'emacs-lisp', 'emberscript', 'erlang', 'f#', 'factor', 'fancy', 'fish', 'flux', 'forth', 'fortran', 'freemarker', 'g-code', 'gas', 'gdscript', 'genshi', 'gentoo-ebuild', 'gettext-catalog', 'glsl', 'gnuplot', 'go', 'graphql', 'graphviz-dot', 'groff', 'groovy', 'groovy-server-pages', 'haml', 'handlebars', 'harbour', 'haskell', 'haxe', 'hcl', 'hlsl', 'html', 'html+django', 'html+eex', 'html+erb', 'html+php', 'http', 'hy', 'idris', 'igor-pro', 'inform-7', 'ini', 'inno-setup', 'io', 'ioke', 'isabelle', 'jade', 'jasmin', 'java', 'java-server-pages', 'javascript', 'jflex', 'json', 'json5', 'jsoniq', 'jsonld', 'jsx', 'julia', 'jupyter-notebook', 'kotlin', 'krl', 'latte', 'lean', 'less', 'lfe', 'lilypond', 'linker-script', 'liquid', 'literate-agda', 'literate-coffeescript', 'literate-haskell', 'livescript', 'llvm', 'logos', 'logtalk', 'lsl', 'lua', 'm4', 'makefile', 'mako', 'maple', 'markdown', 'mask', 'mathematica', 'mediawiki', 'metal', 'mirah', 'modelica', 'module-management-system', 'monkey', 'moonscript', 'mtml', 'mupad', 'nesc', 'netlinx', 'nginx', 'nimrod', 'ninja', 'nit', 'nix', 'nsis', 'nu', 'objective-c++', 'ocaml', 'ooc', 'opencl', 'openscad', 'org', 'oz', 'pan', 'parrot-assembly', 'parrot-internal-representation', 'pascal', 'pawn', 'perl', 'perl6', 'php', 'piglatin', 'pike', 'pod', 'pony', 'postscript', 'pov-ray-sdl', 'powershell', 'processing', 'propeller-spin', 'protocol-buffer', 'pure-data', 'purebasic', 'purescript', 'python', 'qmake', 'qml', 'r', 'racket', 'ragel-in-ruby-host', 'raml', 'rdoc', 'rebol', 'red', 'renpy', 'restructuredtext', 'rhtml', 'robotframework', 'rouge', 'ruby', 'rust', 'sage', 'saltstack', 'sas', 'sass', 'scala', 'scaml', 'scheme', 'scilab', 'scss', 'shell', 'slash', 'slim', 'smalltalk', 'smarty', 'smt', 'solidity', 'sourcepawn', 'sparql', 'sqf', 'sql', 'squirrel', 'standard-ml', 'stata', 'ston', 'stylus', 'supercollider', 'svg', 'swift', 'systemverilog', 'tcl', 'tcsh', 'tex', 'text', 'textile', 'thrift', 'toml', 'turtle', 'twig', 'typescript', 'unity3d-asset', 'unknown', 'uno', 'unrealscript', 'urweb', 'vala', 'vcl', 'vhdl', 'viml', 'visual-basic', 'volt', 'vue', 'webidl', 'wisp', 'xbase', 'xml', 'xpages', 'xproc', 'xquery', 'xs', 'xslt', 'xtend', 'yacc', 'yaml', 'yang', 'zephir', 'zig']
25
+
26
+ _LANG_TO_URL_ESCAPE = {
27
+ "c#": "c%23",
28
+ "f#": "f%23",
29
+ }
30
+
31
+ _URL = "https://huggingface.co/datasets/bigcode/commitpackft/resolve/main/data/{lang}/data.jsonl"
32
+ _VERSION = datasets.Version("1.0.0", "")
33
+
34
+
35
+ class CommitPackFT(datasets.GeneratorBasedBuilder):
36
+ BUILDER_CONFIGS = [
37
+ datasets.BuilderConfig(
38
+ name=lang,
39
+ description=f"CommitPackFT {lang}",
40
+ version=_VERSION,
41
+ )
42
+ for lang in _LANG
43
+ ]
44
+
45
+ def _info(self):
46
+ return datasets.DatasetInfo(
47
+ description=_DESCRIPTION,
48
+ features=datasets.Features(
49
+ {
50
+ "commit": datasets.Value("string"),
51
+ "old_file": datasets.Value("string"),
52
+ "new_file": datasets.Value("string"),
53
+ "old_contents": datasets.Value("string"),
54
+ "new_contents": datasets.Value("string"),
55
+ "subject": datasets.Value("string"),
56
+ "message": datasets.Value("string"),
57
+ "lang": datasets.Value("string"),
58
+ "license": datasets.Value("string"),
59
+ "repos": datasets.Value("string"),
60
+ }
61
+ ),
62
+ supervised_keys=None,
63
+ citation=_CITATION,
64
+ )
65
+
66
+ def _split_generators(self, dl_manager):
67
+
68
+ downloaded_files = dl_manager.download(_URL.format(lang=_LANG_TO_URL_ESCAPE.get(self.config.name,self.config.name)))
69
+ return [
70
+ datasets.SplitGenerator(
71
+ name=datasets.Split.TRAIN,
72
+ gen_kwargs={'filepath': downloaded_files}
73
+ )
74
+ ]
75
+
76
+ def _generate_examples(self, filepath):
77
+ """This function returns the examples in the raw (text) form."""
78
+ logger.info("Generating examples from = %s", filepath)
79
+
80
+ with open(filepath, encoding="utf-8") as f:
81
+ for id_, row in enumerate(f):
82
+ data = json.loads(row)
83
+
84
+ yield id_, {
85
+ "commit": data["commit"],
86
+ "old_file": data["old_file"],
87
+ "new_file": data["new_file"],
88
+ "old_contents": data["old_contents"],
89
+ "new_contents": data["new_contents"],
90
+ "subject": data["subject"],
91
+ "message": data["message"],
92
+ "lang": data["lang"],
93
+ "license": data["license"],
94
+ "repos": data["repos"],
95
+ }
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