Update README.md
Browse files
README.md
CHANGED
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@@ -4442,3 +4442,375 @@ configs:
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- split: train
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path: yaml/train-*
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---
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| 4442 |
- split: train
|
| 4443 |
path: yaml/train-*
|
| 4444 |
---
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| 4445 |
+
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| 4446 |
+
This is a filtered version of the near-deduped `bigcode/the-stack-dedup` dataset. We further apply the following filters:
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| 4447 |
+
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| 4448 |
+
1. For files forked more than 25 times, we retain them if the average line length is less than 140, the maximum line length is less than 500 and the alphanumeric fraction is more than 25%.
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| 4449 |
+
2. For files forked between 10 and 25 times, we retain them if the average line length is less than 120, the maximum line length is less than 200 and the alphanumeric fraction is more than 35%.
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| 4450 |
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3. For files forked less than 10 times, we retain them if the average line length is less than 100, the maximum line length is less than 200 and the alphanumeric fraction is more than 40%.
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+
4. We only retain language splits that still have more than 50,000 samples after the above filtering steps, with the exception of `llvm`, which we also retain. This leaves us with 60 languages.
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| 4452 |
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5. We only retain samples from conventionally used extensions and drop samples from valid but uncommon extensions. We select the following extensions for the 60 languages:
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| 4453 |
+
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| 4454 |
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ext_map = {
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| 4455 |
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"ASP":
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| 4456 |
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[
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| 4457 |
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".asp",
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| 4458 |
+
],
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| 4459 |
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"Arduino":
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| 4460 |
+
[
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| 4461 |
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".ino"
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| 4462 |
+
],
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| 4463 |
+
"AsciiDoc":
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| 4464 |
+
[
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| 4465 |
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".asciidoc",
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| 4466 |
+
],
|
| 4467 |
+
"Batchfile":
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| 4468 |
+
[
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| 4469 |
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".bat",
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| 4470 |
+
".cmd"
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| 4471 |
+
],
|
| 4472 |
+
"C":
|
| 4473 |
+
[
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| 4474 |
+
".c",
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| 4475 |
+
".h",
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| 4476 |
+
],
|
| 4477 |
+
"C#":
|
| 4478 |
+
[
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| 4479 |
+
".cs",
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| 4480 |
+
],
|
| 4481 |
+
"C++":
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| 4482 |
+
[
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| 4483 |
+
".cpp",
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| 4484 |
+
".c++",
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| 4485 |
+
".cc",
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| 4486 |
+
".cxx",
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| 4487 |
+
".h++",
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| 4488 |
+
".hh",
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| 4489 |
+
".hpp",
|
| 4490 |
+
".hxx",
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| 4491 |
+
],
|
| 4492 |
+
"CMake":
|
| 4493 |
+
[
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| 4494 |
+
".cmake",
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| 4495 |
+
],
|
| 4496 |
+
"CSS":
|
| 4497 |
+
[
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| 4498 |
+
".css"
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| 4499 |
+
],
|
| 4500 |
+
"Clojure":
|
| 4501 |
+
[
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| 4502 |
+
".clj",
|
| 4503 |
+
],
|
| 4504 |
+
"CoffeeScript":
|
| 4505 |
+
[
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| 4506 |
+
".coffee",
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| 4507 |
+
],
|
| 4508 |
+
"Common Lisp":
|
| 4509 |
+
[
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| 4510 |
+
".lisp",
|
| 4511 |
+
],
|
| 4512 |
+
"Crystal":
|
| 4513 |
+
[
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| 4514 |
+
".cr"
|
| 4515 |
+
],
|
| 4516 |
+
"Cuda":
|
| 4517 |
+
[
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| 4518 |
+
".cu",
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| 4519 |
+
".cuh"
|
| 4520 |
+
],
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| 4521 |
+
"Dart":
|
| 4522 |
+
[
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| 4523 |
+
".dart"
|
| 4524 |
+
],
|
| 4525 |
+
"Dockerfile":
|
| 4526 |
+
[
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| 4527 |
+
".dockerfile",
|
| 4528 |
+
"Dockerfile"
|
| 4529 |
+
],
|
| 4530 |
+
"Elixir":
|
| 4531 |
+
[
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| 4532 |
+
".ex",
|
| 4533 |
+
],
|
| 4534 |
+
"Emacs Lisp":
|
| 4535 |
+
[
|
| 4536 |
+
".el",
|
| 4537 |
+
".emacs",
|
| 4538 |
+
],
|
| 4539 |
+
"Erlang":
|
| 4540 |
+
[
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| 4541 |
+
".erl",
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| 4542 |
+
],
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| 4543 |
+
"F#":
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| 4544 |
+
[
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| 4545 |
+
".fs",
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| 4546 |
+
],
|
| 4547 |
+
"FORTRAN":
|
| 4548 |
+
[
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| 4549 |
+
".f90",
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| 4550 |
+
".f",
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| 4551 |
+
".f03",
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| 4552 |
+
".f08",
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| 4553 |
+
".f77",
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| 4554 |
+
".f95",
|
| 4555 |
+
],
|
| 4556 |
+
"GLSL":
|
| 4557 |
+
[
|
| 4558 |
+
".glsl",
|
| 4559 |
+
],
|
| 4560 |
+
"Go":
|
| 4561 |
+
[
|
| 4562 |
+
".go"
|
| 4563 |
+
],
|
| 4564 |
+
"Groovy":
|
| 4565 |
+
[
|
| 4566 |
+
".groovy",
|
| 4567 |
+
],
|
| 4568 |
+
"HCL":
|
| 4569 |
+
[
|
| 4570 |
+
".hcl",
|
| 4571 |
+
],
|
| 4572 |
+
"HTML":
|
| 4573 |
+
[
|
| 4574 |
+
".html",
|
| 4575 |
+
],
|
| 4576 |
+
"HTML+Django":
|
| 4577 |
+
[
|
| 4578 |
+
".mustache",
|
| 4579 |
+
".jinja"
|
| 4580 |
+
],
|
| 4581 |
+
"HTML+ERB":
|
| 4582 |
+
[
|
| 4583 |
+
".erb",
|
| 4584 |
+
],
|
| 4585 |
+
"HTML+PHP":
|
| 4586 |
+
[
|
| 4587 |
+
".phtml"
|
| 4588 |
+
],
|
| 4589 |
+
"Haml":
|
| 4590 |
+
[
|
| 4591 |
+
".haml",
|
| 4592 |
+
],
|
| 4593 |
+
"Haskell":
|
| 4594 |
+
[
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| 4595 |
+
".hs",
|
| 4596 |
+
],
|
| 4597 |
+
"JSON":
|
| 4598 |
+
[
|
| 4599 |
+
".json",
|
| 4600 |
+
],
|
| 4601 |
+
"Java":
|
| 4602 |
+
[
|
| 4603 |
+
".java"
|
| 4604 |
+
],
|
| 4605 |
+
"JavaScript":
|
| 4606 |
+
[
|
| 4607 |
+
".js",
|
| 4608 |
+
],
|
| 4609 |
+
"Julia":
|
| 4610 |
+
[
|
| 4611 |
+
".jl"
|
| 4612 |
+
],
|
| 4613 |
+
"Kotlin":
|
| 4614 |
+
[
|
| 4615 |
+
".kt",
|
| 4616 |
+
],
|
| 4617 |
+
"LLVM":
|
| 4618 |
+
[
|
| 4619 |
+
".ll"
|
| 4620 |
+
],
|
| 4621 |
+
"Lua":
|
| 4622 |
+
[
|
| 4623 |
+
".lua",
|
| 4624 |
+
],
|
| 4625 |
+
"Makefile":
|
| 4626 |
+
[
|
| 4627 |
+
"Makefile"
|
| 4628 |
+
],
|
| 4629 |
+
"Markdown":
|
| 4630 |
+
[
|
| 4631 |
+
".md",
|
| 4632 |
+
".markdown",
|
| 4633 |
+
],
|
| 4634 |
+
"OCaml":
|
| 4635 |
+
[
|
| 4636 |
+
".ml",
|
| 4637 |
+
],
|
| 4638 |
+
"Objective-C++":
|
| 4639 |
+
[
|
| 4640 |
+
".mm"
|
| 4641 |
+
],
|
| 4642 |
+
"PHP":
|
| 4643 |
+
[
|
| 4644 |
+
".php",
|
| 4645 |
+
".php3",
|
| 4646 |
+
".php4",
|
| 4647 |
+
".php5",
|
| 4648 |
+
],
|
| 4649 |
+
"Pascal":
|
| 4650 |
+
[
|
| 4651 |
+
".pas",
|
| 4652 |
+
],
|
| 4653 |
+
"Perl":
|
| 4654 |
+
[
|
| 4655 |
+
".pl",
|
| 4656 |
+
],
|
| 4657 |
+
"PowerShell":
|
| 4658 |
+
[
|
| 4659 |
+
".ps1",
|
| 4660 |
+
".psm1"
|
| 4661 |
+
],
|
| 4662 |
+
"Python":
|
| 4663 |
+
[
|
| 4664 |
+
".py",
|
| 4665 |
+
],
|
| 4666 |
+
"R":
|
| 4667 |
+
[
|
| 4668 |
+
".r",
|
| 4669 |
+
],
|
| 4670 |
+
"Ruby":
|
| 4671 |
+
[
|
| 4672 |
+
".rb",
|
| 4673 |
+
],
|
| 4674 |
+
"Rust":
|
| 4675 |
+
[
|
| 4676 |
+
".rs",
|
| 4677 |
+
],
|
| 4678 |
+
"SCSS":
|
| 4679 |
+
[
|
| 4680 |
+
".scss"
|
| 4681 |
+
],
|
| 4682 |
+
"SQL":
|
| 4683 |
+
[
|
| 4684 |
+
".plsql",
|
| 4685 |
+
".sql",
|
| 4686 |
+
".ddl",
|
| 4687 |
+
|
| 4688 |
+
],
|
| 4689 |
+
"Sass":
|
| 4690 |
+
[
|
| 4691 |
+
".sass"
|
| 4692 |
+
],
|
| 4693 |
+
"Scala":
|
| 4694 |
+
[
|
| 4695 |
+
".scala",
|
| 4696 |
+
".sbt"
|
| 4697 |
+
],
|
| 4698 |
+
"Shell":
|
| 4699 |
+
[
|
| 4700 |
+
".sh",
|
| 4701 |
+
".bash",
|
| 4702 |
+
".zsh"
|
| 4703 |
+
],
|
| 4704 |
+
"Smalltalk":
|
| 4705 |
+
[
|
| 4706 |
+
".st"
|
| 4707 |
+
],
|
| 4708 |
+
"Smarty":
|
| 4709 |
+
[
|
| 4710 |
+
".tpl"
|
| 4711 |
+
],
|
| 4712 |
+
"Solidity":
|
| 4713 |
+
[
|
| 4714 |
+
".sol"
|
| 4715 |
+
],
|
| 4716 |
+
"Swift":
|
| 4717 |
+
[
|
| 4718 |
+
".swift"
|
| 4719 |
+
],
|
| 4720 |
+
"TOML":
|
| 4721 |
+
[
|
| 4722 |
+
".toml"
|
| 4723 |
+
],
|
| 4724 |
+
"TeX":
|
| 4725 |
+
[
|
| 4726 |
+
".tex",
|
| 4727 |
+
".sty",
|
| 4728 |
+
],
|
| 4729 |
+
"Twig":
|
| 4730 |
+
[
|
| 4731 |
+
".twig"
|
| 4732 |
+
],
|
| 4733 |
+
"TypeScript":
|
| 4734 |
+
[
|
| 4735 |
+
".ts",
|
| 4736 |
+
],
|
| 4737 |
+
"Visual Basic":
|
| 4738 |
+
[
|
| 4739 |
+
".vb",
|
| 4740 |
+
],
|
| 4741 |
+
"Vue":
|
| 4742 |
+
[
|
| 4743 |
+
".vue"
|
| 4744 |
+
],
|
| 4745 |
+
"YAML":
|
| 4746 |
+
[
|
| 4747 |
+
".yml",
|
| 4748 |
+
".yaml",
|
| 4749 |
+
],
|
| 4750 |
+
}
|
| 4751 |
+
|
| 4752 |
+
Below, we provide the language-wise token-count breakdown of the dataset as counted by the `meta-llama/Meta-Llama-3-8B` tokenizer (the full dataset is around 144 Billion tokens):
|
| 4753 |
+
|
| 4754 |
+
| **Language** | **Token\_Count** |
|
| 4755 |
+
|----------------|------------------|
|
| 4756 |
+
| Json | 18,349,014,478 |
|
| 4757 |
+
| Java | 16,249,736,121 |
|
| 4758 |
+
| C | 14,381,796,257 |
|
| 4759 |
+
| Python | 12,868,526,213 |
|
| 4760 |
+
| Javascript | 11,780,759,219 |
|
| 4761 |
+
| Cpp | 10,912,556,820 |
|
| 4762 |
+
| Php | 8,934,867,699 |
|
| 4763 |
+
| C\-Sharp | 6,784,433,504 |
|
| 4764 |
+
| Markdown | 5,614,520,807 |
|
| 4765 |
+
| Go | 5,561,257,406 |
|
| 4766 |
+
| Html | 4,956,588,993 |
|
| 4767 |
+
| Typescript | 4,437,582,117 |
|
| 4768 |
+
| Yaml | 3,464,120,199 |
|
| 4769 |
+
| Css | 2,472,231,309 |
|
| 4770 |
+
| Rust | 1,932,035,717 |
|
| 4771 |
+
| Ruby | 1,517,724,917 |
|
| 4772 |
+
| Vue | 1,188,684,557 |
|
| 4773 |
+
| Kotlin | 1,136,507,152 |
|
| 4774 |
+
| Swift | 1,051,682,820 |
|
| 4775 |
+
| Scala | 979,598,470 |
|
| 4776 |
+
| Scss | 954,556,739 |
|
| 4777 |
+
| Sql | 910,548,728 |
|
| 4778 |
+
| Shell | 735,010,998 |
|
| 4779 |
+
| Dart | 697,568,091 |
|
| 4780 |
+
| Lua | 650,818,157 |
|
| 4781 |
+
| Haskell | 528,482,496 |
|
| 4782 |
+
| Fortran | 524,261,306 |
|
| 4783 |
+
| Tex | 429,010,699 |
|
| 4784 |
+
| Julia | 322,241,716 |
|
| 4785 |
+
| Pascal | 245,237,366 |
|
| 4786 |
+
| Ocaml | 223,652,453 |
|
| 4787 |
+
| Perl | 215,973,238 |
|
| 4788 |
+
| Solidity | 212,647,529 |
|
| 4789 |
+
| Common\-Lisp | 177,139,498 |
|
| 4790 |
+
| Powershell | 172,556,068 |
|
| 4791 |
+
| Erlang | 171,211,323 |
|
| 4792 |
+
| Arduino | 166,862,916 |
|
| 4793 |
+
| Groovy | 166,678,846 |
|
| 4794 |
+
| Objective\-Cpp | 158,210,523 |
|
| 4795 |
+
| Html\_erb | 145,488,020 |
|
| 4796 |
+
| Llvm | 135,137,323 |
|
| 4797 |
+
| Cuda | 131,054,442 |
|
| 4798 |
+
| Coffeescript | 129,999,078 |
|
| 4799 |
+
| Smalltalk | 124,718,870 |
|
| 4800 |
+
| Visual\-Basic | 121,466,641 |
|
| 4801 |
+
| Elixir | 119,466,430 |
|
| 4802 |
+
| Twig | 106,160,625 |
|
| 4803 |
+
| F\-Sharp | 104,922,127 |
|
| 4804 |
+
| Toml | 101,217,092 |
|
| 4805 |
+
| Emacs\-Lisp | 94,724,490 |
|
| 4806 |
+
| Cmake | 89,707,698 |
|
| 4807 |
+
| Clojure | 79,005,141 |
|
| 4808 |
+
| Batchfile | 62,657,884 |
|
| 4809 |
+
| Smarty | 61,937,213 |
|
| 4810 |
+
| Crystal | 47,220,882 |
|
| 4811 |
+
| Sass | 43,661,923 |
|
| 4812 |
+
| Glsl | 32,127,331 |
|
| 4813 |
+
| Html\_php | 29,231,389 |
|
| 4814 |
+
| Haml | 25,043,854 |
|
| 4815 |
+
| Html\_django | 16,596,017 |
|
| 4816 |
+
| **Total** | 144,038,437,935 |
|