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--- |
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license: mit |
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pretty_name: CommitPackFT |
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language: |
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- code |
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--- |
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# Dataset Card for CommitPackFT |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Additional Information](#additional-information) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Repository:** https://github.com/bigcode-project/octopack |
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- **Paper:** [OctoPack: Instruction Tuning Code Large Language Models](https://arxiv.org/abs/2308.07124) |
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- **Point of Contact:** [Niklas Muennighoff](mailto:n.muennighoff@gmail.com) |
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### Dataset Summary |
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> CommitPackFT is 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. |
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> |
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- **Creation:** The dataset can be recreated using instructions available [here](https://github.com/bigcode-project/octopack). |
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- **Languages:** 277 |
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- **OctoPack🐙🎒:** |
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<table> |
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<tr> |
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<th>Data</t> |
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<td><a href=https://huggingface.co/datasets/bigcode/commitpack>CommitPack</a></td> |
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<td>4TB of GitHub commits across 350 programming languages</td> |
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</tr> |
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<tr> |
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<th></t> |
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<td><a href=https://huggingface.co/datasets/bigcode/commitpackft>CommitPackFT</a></td> |
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<td>Filtered version of CommitPack for high-quality commit messages that resemble instructions</td> |
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</tr> |
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<tr> |
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<th>Model</t> |
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<td><a href=https://huggingface.co/bigcode/octocoder>OctoCoder</a></td> |
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<td>StarCoder (16B parameters) instruction tuned on CommitPackFT + OASST</td> |
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</tr> |
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<tr> |
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<th></t> |
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<td><a href=https://huggingface.co/bigcode/octogeex>OctoGeeX</a></td> |
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<td>CodeGeeX2 (6B parameters) instruction tuned on CommitPackFT + OASST</td> |
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</tr> |
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<tr> |
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<th>Evaluation </t> |
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<td><a href=https://huggingface.co/datasets/bigcode/humanevalpack>HumanEvalPack</a></td> |
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<td>Extension of OpenAI's HumanEval to cover 3 scenarios across 6 languages</td> |
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</tr> |
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</table> |
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## Dataset Structure |
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### Data Instances |
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An example looks as follows: |
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```json |
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{ |
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'commit': '0c17311f7fd511f5dae8f8e4acc2dce1a2de3cf5', |
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'old_file': 'main.py', |
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'new_file': 'main.py', |
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'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", |
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'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", |
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'subject': 'Change to sin() function with noise', |
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'message': 'Change to sin() function with noise\n', |
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'lang': 'Python', |
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'license': 'mit', |
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'repos': 'MorganR/basic-gaussian-process' |
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} |
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``` |
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### Data Fields |
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The data fields are the same among all splits: |
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- `commit`: unique commit id |
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- `old_file`: name of the file before the commit |
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- `new_file`: name of the file after the commit |
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- `old_contents`: contents of the file before the commit |
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- `new_contents`: contents of the file after the commit |
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- `subject`: subject of the commit (this is used for all experiments in the paper) |
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- `message`: message of the commit (commonly the same as the subject) |
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- `lang`: programming language |
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- `license`: license of the repository the code stems from |
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- `repos`: name of the the repository the code stems from (if multiple, they are comma separated) |
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### Data Splits |
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| Name | Megabytes | % of total | Samples | % of total | |
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| --- | --- | --- | --- | --- | |
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| total | 1545.02 | 100.0% | 702062 | 100.0% | |
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| ruby | 195.292 | 12.6401% | 69413 | 9.887% | |
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| yaml | 190.876 | 12.3543% | 114320 | 16.2835% | |
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| python | 132.68 | 8.5876% | 56025 | 7.9801% | |
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| markdown | 131.152 | 8.4887% | 62518 | 8.9049% | |
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| javascript | 125.008 | 8.091% | 52989 | 7.5476% | |
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| json | 86.744 | 5.6144% | 39777 | 5.6657% | |
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| shell | 66.864 | 4.3277% | 31217 | 4.4465% | |
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| text | 66.664 | 4.3148% | 46588 | 6.6359% | |
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| php | 60.22 | 3.8977% | 24791 | 3.5312% | |
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| java | 56.284 | 3.6429% | 20635 | 2.9392% | |
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| html | 48.42 | 3.1339% | 20214 | 2.8792% | |
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| c# | 26.84 | 1.7372% | 9346 | 1.3312% | |
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| xml | 23.676 | 1.5324% | 9337 | 1.3299% | |
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| html+erb | 23.104 | 1.4954% | 10910 | 1.554% | |
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| c | 21.08 | 1.3644% | 8506 | 1.2116% | |
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| ini | 21.04 | 1.3618% | 11360 | 1.6181% | |
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| coffeescript | 16.96 | 1.0977% | 5513 | 0.7853% | |
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| swift | 16.272 | 1.0532% | 4849 | 0.6907% | |
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| restructuredtext | 15.728 | 1.018% | 6560 | 0.9344% | |
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| typescript | 14.284 | 0.9245% | 5868 | 0.8358% | |
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| c++ | 14.136 | 0.9149% | 4992 | 0.711% | |
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| scss | 13.208 | 0.8549% | 6829 | 0.9727% | |
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| go | 12.132 | 0.7852% | 5004 | 0.7128% | |
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| scala | 11.184 | 0.7239% | 5040 | 0.7179% | |
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| haml | 10.74 | 0.6951% | 4415 | 0.6289% | |
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| css | 9.364 | 0.6061% | 5049 | 0.7192% | |
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| rust | 7.244 | 0.4689% | 2996 | 0.4267% | |
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| toml | 5.584 | 0.3614% | 3424 | 0.4877% | |
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| jsx | 5.5 | 0.356% | 2199 | 0.3132% | |
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| kotlin | 5.368 | 0.3474% | 2214 | 0.3154% | |
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| clojure | 5.068 | 0.328% | 2403 | 0.3423% | |
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| perl | 4.988 | 0.3228% | 2288 | 0.3259% | |
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| bitbake | 4.464 | 0.2889% | 1308 | 0.1863% | |
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| groovy | 4.168 | 0.2698% | 1486 | 0.2117% | |
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| twig | 3.956 | 0.256% | 1610 | 0.2293% | |
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| nix | 3.84 | 0.2485% | 1593 | 0.2269% | |
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| sql | 3.74 | 0.2421% | 2069 | 0.2947% | |
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| less | 3.724 | 0.241% | 1360 | 0.1937% | |
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| haskell | 3.308 | 0.2141% | 1389 | 0.1978% | |
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| handlebars | 3.292 | 0.2131% | 1429 | 0.2035% | |
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| unknown | 3.048 | 0.1973% | 1597 | 0.2275% | |
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| batchfile | 2.984 | 0.1931% | 1466 | 0.2088% | |
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| cucumber | 2.588 | 0.1675% | 976 | 0.139% | |
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| makefile | 2.528 | 0.1636% | 960 | 0.1367% | |
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| elixir | 2.348 | 0.152% | 1150 | 0.1638% | |
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| jade | 2.348 | 0.152% | 1119 | 0.1594% | |
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| cmake | 2.268 | 0.1468% | 981 | 0.1397% | |
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| powershell | 2.064 | 0.1336% | 991 | 0.1412% | |
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| slim | 2.056 | 0.1331% | 1052 | 0.1498% | |
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| emacs-lisp | 1.972 | 0.1276% | 1015 | 0.1446% | |
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| dart | 1.96 | 0.1269% | 765 | 0.109% | |
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| viml | 1.956 | 0.1266% | 1063 | 0.1514% | |
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| asciidoc | 1.864 | 0.1206% | 523 | 0.0745% | |
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| lua | 1.852 | 0.1199% | 920 | 0.131% | |
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| llvm | 1.6 | 0.1036% | 780 | 0.1111% | |
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| smarty | 1.588 | 0.1028% | 737 | 0.105% | |
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| diff | 1.48 | 0.0958% | 680 | 0.0969% | |
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| common-lisp | 1.448 | 0.0937% | 778 | 0.1108% | |
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| saltstack | 1.412 | 0.0914% | 617 | 0.0879% | |
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| vue | 1.384 | 0.0896% | 587 | 0.0836% | |
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| sass | 1.364 | 0.0883% | 705 | 0.1004% | |
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| fish | 1.328 | 0.086% | 813 | 0.1158% | |
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| erlang | 1.192 | 0.0772% | 480 | 0.0684% | |
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| freemarker | 1.028 | 0.0665% | 510 | 0.0726% | |
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| stylus | 0.948 | 0.0614% | 480 | 0.0684% | |
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| qml | 0.936 | 0.0606% | 368 | 0.0524% | |
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| hcl | 0.912 | 0.059% | 421 | 0.06% | |
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| html+django | 0.848 | 0.0549% | 399 | 0.0568% | |
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| mako | 0.756 | 0.0489% | 170 | 0.0242% | |
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| ada | 0.728 | 0.0471% | 265 | 0.0377% | |
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| ocaml | 0.704 | 0.0456% | 333 | 0.0474% | |
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| f# | 0.656 | 0.0425% | 254 | 0.0362% | |
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| elm | 0.62 | 0.0401% | 265 | 0.0377% | |
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| tex | 0.564 | 0.0365% | 307 | 0.0437% | |
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| rdoc | 0.552 | 0.0357% | 270 | 0.0385% | |
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| csv | 0.532 | 0.0344% | 375 | 0.0534% | |
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| protocol-buffer | 0.524 | 0.0339% | 181 | 0.0258% | |
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| smalltalk | 0.46 | 0.0298% | 284 | 0.0405% | |
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| arduino | 0.456 | 0.0295% | 225 | 0.032% | |
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| java-server-pages | 0.452 | 0.0293% | 173 | 0.0246% | |
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| scheme | 0.42 | 0.0272% | 213 | 0.0303% | |
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| groff | 0.396 | 0.0256% | 192 | 0.0273% | |
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| objective-c++ | 0.376 | 0.0243% | 86 | 0.0122% | |
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| desktop | 0.364 | 0.0236% | 186 | 0.0265% | |
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| factor | 0.356 | 0.023% | 113 | 0.0161% | |
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| crystal | 0.348 | 0.0225% | 182 | 0.0259% | |
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| rhtml | 0.348 | 0.0225% | 135 | 0.0192% | |
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| haxe | 0.344 | 0.0223% | 174 | 0.0248% | |
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| glsl | 0.34 | 0.022% | 164 | 0.0234% | |
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| gas | 0.336 | 0.0217% | 193 | 0.0275% | |
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| html+php | 0.332 | 0.0215% | 150 | 0.0214% | |
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| qmake | 0.32 | 0.0207% | 140 | 0.0199% | |
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| julia | 0.312 | 0.0202% | 180 | 0.0256% | |
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| cython | 0.308 | 0.0199% | 123 | 0.0175% | |
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| html+eex | 0.292 | 0.0189% | 135 | 0.0192% | |
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| tcl | 0.292 | 0.0189% | 103 | 0.0147% | |
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| org | 0.272 | 0.0176% | 136 | 0.0194% | |
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| perl6 | 0.268 | 0.0173% | 122 | 0.0174% | |
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| m4 | 0.264 | 0.0171% | 101 | 0.0144% | |
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| xslt | 0.256 | 0.0166% | 99 | 0.0141% | |
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| svg | 0.252 | 0.0163% | 169 | 0.0241% | |
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| nimrod | 0.236 | 0.0153% | 67 | 0.0095% | |
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| r | 0.228 | 0.0148% | 121 | 0.0172% | |
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| robotframework | 0.212 | 0.0137% | 85 | 0.0121% | |
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| racket | 0.196 | 0.0127% | 117 | 0.0167% | |
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| textile | 0.184 | 0.0119% | 61 | 0.0087% | |
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| assembly | 0.172 | 0.0111% | 105 | 0.015% | |
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| purescript | 0.172 | 0.0111% | 80 | 0.0114% | |
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| unity3d-asset | 0.156 | 0.0101% | 101 | 0.0144% | |
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| visual-basic | 0.152 | 0.0098% | 48 | 0.0068% | |
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| dm | 0.148 | 0.0096% | 16 | 0.0023% | |
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| pod | 0.148 | 0.0096% | 54 | 0.0077% | |
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| standard-ml | 0.148 | 0.0096% | 72 | 0.0103% | |
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| fortran | 0.144 | 0.0093% | 70 | 0.01% | |
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| gettext-catalog | 0.132 | 0.0085% | 72 | 0.0103% | |
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| idris | 0.132 | 0.0085% | 38 | 0.0054% | |
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| livescript | 0.128 | 0.0083% | 63 | 0.009% | |
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| xtend | 0.128 | 0.0083% | 55 | 0.0078% | |
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| actionscript | 0.12 | 0.0078% | 49 | 0.007% | |
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| vala | 0.116 | 0.0075% | 50 | 0.0071% | |
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| awk | 0.104 | 0.0067% | 52 | 0.0074% | |
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| ceylon | 0.1 | 0.0065% | 49 | 0.007% | |
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| jupyter-notebook | 0.1 | 0.0065% | 48 | 0.0068% | |
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| dockerfile | 0.096 | 0.0062% | 39 | 0.0056% | |
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| rouge | 0.096 | 0.0062% | 41 | 0.0058% | |
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| asp | 0.092 | 0.006% | 22 | 0.0031% | |
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| sqf | 0.092 | 0.006% | 45 | 0.0064% | |
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| edn | 0.088 | 0.0057% | 48 | 0.0068% | |
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| liquid | 0.088 | 0.0057% | 30 | 0.0043% | |
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| xquery | 0.084 | 0.0054% | 39 | 0.0056% | |
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| linker-script | 0.08 | 0.0052% | 37 | 0.0053% | |
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| mediawiki | 0.08 | 0.0052% | 33 | 0.0047% | |
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| parrot-internal-representation | 0.08 | 0.0052% | 23 | 0.0033% | |
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| solidity | 0.08 | 0.0052% | 37 | 0.0053% | |
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| json5 | 0.076 | 0.0049% | 33 | 0.0047% | |
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| systemverilog | 0.076 | 0.0049% | 35 | 0.005% | |
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| thrift | 0.076 | 0.0049% | 28 | 0.004% | |
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| groovy-server-pages | 0.072 | 0.0047% | 25 | 0.0036% | |
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| processing | 0.072 | 0.0047% | 35 | 0.005% | |
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| cuda | 0.068 | 0.0044% | 25 | 0.0036% | |
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| graphviz-dot | 0.068 | 0.0044% | 35 | 0.005% | |
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| inno-setup | 0.064 | 0.0041% | 16 | 0.0023% | |
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| api-blueprint | 0.06 | 0.0039% | 23 | 0.0033% | |
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| nsis | 0.06 | 0.0039% | 15 | 0.0021% | |
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| gentoo-ebuild | 0.056 | 0.0036% | 16 | 0.0023% | |
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| logtalk | 0.056 | 0.0036% | 21 | 0.003% | |
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| jasmin | 0.052 | 0.0034% | 9 | 0.0013% | |
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| literate-coffeescript | 0.052 | 0.0034% | 19 | 0.0027% | |
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| webidl | 0.052 | 0.0034% | 6 | 0.0009% | |
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| coldfusion-cfc | 0.048 | 0.0031% | 20 | 0.0028% | |
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| opencl | 0.048 | 0.0031% | 23 | 0.0033% | |
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| openscad | 0.048 | 0.0031% | 21 | 0.003% | |
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| pan | 0.048 | 0.0031% | 23 | 0.0033% | |
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| pascal | 0.048 | 0.0031% | 25 | 0.0036% | |
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| pony | 0.048 | 0.0031% | 16 | 0.0023% | |
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| turtle | 0.048 | 0.0031% | 21 | 0.003% | |
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| chapel | 0.044 | 0.0028% | 20 | 0.0028% | |
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| ioke | 0.044 | 0.0028% | 25 | 0.0036% | |
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| ooc | 0.044 | 0.0028% | 15 | 0.0021% | |
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| sparql | 0.044 | 0.0028% | 23 | 0.0033% | |
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| applescript | 0.04 | 0.0026% | 19 | 0.0027% | |
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| augeas | 0.04 | 0.0026% | 13 | 0.0019% | |
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| g-code | 0.04 | 0.0026% | 7 | 0.001% | |
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| mirah | 0.04 | 0.0026% | 16 | 0.0023% | |
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| capn-proto | 0.036 | 0.0023% | 12 | 0.0017% | |
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| digital-command-language | 0.036 | 0.0023% | 19 | 0.0027% | |
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| hy | 0.036 | 0.0023% | 12 | 0.0017% | |
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| logos | 0.036 | 0.0023% | 19 | 0.0027% | |
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| modelica | 0.036 | 0.0023% | 15 | 0.0021% | |
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| vcl | 0.036 | 0.0023% | 18 | 0.0026% | |
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| antlr | 0.032 | 0.0021% | 15 | 0.0021% | |
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| gdscript | 0.032 | 0.0021% | 9 | 0.0013% | |
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| graphql | 0.032 | 0.0021% | 17 | 0.0024% | |
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| hlsl | 0.032 | 0.0021% | 11 | 0.0016% | |
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| gnuplot | 0.028 | 0.0018% | 17 | 0.0024% | |
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| http | 0.028 | 0.0018% | 19 | 0.0027% | |
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| ninja | 0.028 | 0.0018% | 14 | 0.002% | |
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| oz | 0.028 | 0.0018% | 8 | 0.0011% | |
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| raml | 0.028 | 0.0018% | 9 | 0.0013% | |
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| aspectj | 0.024 | 0.0016% | 8 | 0.0011% | |
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| autohotkey | 0.024 | 0.0016% | 15 | 0.0021% | |
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| fancy | 0.024 | 0.0016% | 8 | 0.0011% | |
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| moonscript | 0.024 | 0.0016% | 10 | 0.0014% | |
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| piglatin | 0.024 | 0.0016% | 11 | 0.0016% | |
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| stata | 0.024 | 0.0016% | 10 | 0.0014% | |
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| urweb | 0.024 | 0.0016% | 6 | 0.0009% | |
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| xs | 0.024 | 0.0016% | 7 | 0.001% | |
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| yang | 0.024 | 0.0016% | 6 | 0.0009% | |
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| agda | 0.02 | 0.0013% | 10 | 0.0014% | |
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| coldfusion | 0.02 | 0.0013% | 9 | 0.0013% | |
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| emberscript | 0.02 | 0.0013% | 7 | 0.001% | |
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| latte | 0.02 | 0.0013% | 7 | 0.001% | |
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| literate-haskell | 0.02 | 0.0013% | 7 | 0.001% | |
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| postscript | 0.02 | 0.0013% | 9 | 0.0013% | |
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| scilab | 0.02 | 0.0013% | 10 | 0.0014% | |
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| tcsh | 0.02 | 0.0013% | 10 | 0.0014% | |
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| volt | 0.02 | 0.0013% | 9 | 0.0013% | |
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| apl | 0.016 | 0.001% | 7 | 0.001% | |
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| genshi | 0.016 | 0.001% | 3 | 0.0004% | |
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| jsonld | 0.016 | 0.001% | 6 | 0.0009% | |
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| krl | 0.016 | 0.001% | 4 | 0.0006% | |
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| lean | 0.016 | 0.001% | 3 | 0.0004% | |
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| lfe | 0.016 | 0.001% | 6 | 0.0009% | |
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| metal | 0.016 | 0.001% | 4 | 0.0006% | |
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| monkey | 0.016 | 0.001% | 4 | 0.0006% | |
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| mupad | 0.016 | 0.001% | 4 | 0.0006% | |
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| nesc | 0.016 | 0.001% | 7 | 0.001% | |
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| nit | 0.016 | 0.001% | 3 | 0.0004% | |
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| pike | 0.016 | 0.001% | 6 | 0.0009% | |
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| purebasic | 0.016 | 0.001% | 5 | 0.0007% | |
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| renpy | 0.016 | 0.001% | 3 | 0.0004% | |
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| vhdl | 0.016 | 0.001% | 5 | 0.0007% | |
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| xproc | 0.016 | 0.001% | 3 | 0.0004% | |
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| zephir | 0.016 | 0.001% | 4 | 0.0006% | |
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| apacheconf | 0.012 | 0.0008% | 2 | 0.0003% | |
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| boo | 0.012 | 0.0008% | 2 | 0.0003% | |
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| brainfuck | 0.012 | 0.0008% | 2 | 0.0003% | |
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| bro | 0.012 | 0.0008% | 3 | 0.0004% | |
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| cartocss | 0.012 | 0.0008% | 3 | 0.0004% | |
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| creole | 0.012 | 0.0008% | 2 | 0.0003% | |
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| csound | 0.012 | 0.0008% | 4 | 0.0006% | |
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| dylan | 0.012 | 0.0008% | 2 | 0.0003% | |
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| eagle | 0.012 | 0.0008% | 4 | 0.0006% | |
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| ecl | 0.012 | 0.0008% | 4 | 0.0006% | |
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| eiffel | 0.012 | 0.0008% | 2 | 0.0003% | |
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| flux | 0.012 | 0.0008% | 3 | 0.0004% | |
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| io | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| jsoniq | 0.012 | 0.0008% | 6 | 0.0009% | |
|
| lilypond | 0.012 | 0.0008% | 6 | 0.0009% | |
|
| lsl | 0.012 | 0.0008% | 3 | 0.0004% | |
|
| mask | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| nginx | 0.012 | 0.0008% | 2 | 0.0003% | |
|
| nu | 0.012 | 0.0008% | 2 | 0.0003% | |
|
| pov-ray-sdl | 0.012 | 0.0008% | 5 | 0.0007% | |
|
| ragel-in-ruby-host | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| slash | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| sourcepawn | 0.012 | 0.0008% | 3 | 0.0004% | |
|
| squirrel | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| ston | 0.012 | 0.0008% | 6 | 0.0009% | |
|
| uno | 0.012 | 0.0008% | 2 | 0.0003% | |
|
| wisp | 0.012 | 0.0008% | 3 | 0.0004% | |
|
| xbase | 0.012 | 0.0008% | 3 | 0.0004% | |
|
| yacc | 0.012 | 0.0008% | 3 | 0.0004% | |
|
| zig | 0.012 | 0.0008% | 4 | 0.0006% | |
|
| abap | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| arc | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| ats | 0.008 | 0.0005% | 3 | 0.0004% | |
|
| blitzmax | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| bluespec | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| c2hs-haskell | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| clean | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| dns-zone | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| forth | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| harbour | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| igor-pro | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| inform-7 | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| isabelle | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| jflex | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| literate-agda | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| maple | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| mathematica | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| module-management-system | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| mtml | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| netlinx | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| parrot-assembly | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| pawn | 0.008 | 0.0005% | 3 | 0.0004% | |
|
| propeller-spin | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| pure-data | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| rebol | 0.008 | 0.0005% | 3 | 0.0004% | |
|
| red | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| sage | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| sas | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| scaml | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| smt | 0.008 | 0.0005% | 3 | 0.0004% | |
|
| supercollider | 0.008 | 0.0005% | 2 | 0.0003% | |
|
| unrealscript | 0.008 | 0.0005% | 1 | 0.0001% | |
|
| xpages | 0.008 | 0.0005% | 1 | 0.0001% | |
|
|
|
## Additional Information |
|
|
|
### Licensing Information |
|
|
|
Each sample comes from a code repository with a permissive license. The license is provided by the `license` field for each sample. |
|
|
|
### Citation Information |
|
|
|
```bibtex |
|
@article{muennighoff2023octopack, |
|
title={OctoPack: Instruction Tuning Code Large Language Models}, |
|
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}, |
|
journal={arXiv preprint arXiv:2308.07124}, |
|
year={2023} |
|
} |
|
``` |
