Update README.md

README.md

@@ -74,7 +74,7 @@ viewer: false
 
 
 ## Dataset Summary
-The Vault is a multilingual code-text dataset with over 122 million pairs in inline-level covering 10 popular programming languages. It is the largest corpus containing parallel code-text data. By building upon [The Stack](https://huggingface.co/datasets/bigcode/the-stack), a massive raw code sample collection, the Vault offers a comprehensive and clean resource for advancing research in code understanding and generation. It provides a high-quality dataset that includes code-text pairs at multiple levels, such as class and inline-level, in addition to the function level. The Vault can serve many purposes at multiple levels.
+The Vault is a multilingual code-text dataset with over 69 million pairs in inline-level covering 10 popular programming languages. It is the largest corpus containing parallel code-text data. By building upon [The Stack](https://huggingface.co/datasets/bigcode/the-stack), a massive raw code sample collection, the Vault offers a comprehensive and clean resource for advancing research in code understanding and generation. It provides a high-quality dataset that includes code-text pairs at multiple levels, such as class and inline-level, in addition to the function level. The Vault can serve many purposes at multiple levels.
 
 ## Supported Tasks
 The Vault can be used for pretraining LLMs or downstream code-text interaction tasks. A number of tasks related to code understanding and geneartion can be constructed using The Vault such as *code summarization*, *text-to-code generation* and *code search*.
@@ -186,19 +186,19 @@ In this repo, the inline level data is not split, and contain in only train set.
 ## Dataset Statistics
 
 
-|            | train/small | train/medium | train/full | validation | test   | total         |
-|:-----------|------------:|-------------:|-----------:|-----------:|-------:|--------------:|
-|Python      |   370,657   |  1,952,110   | 7,772,647  | 30,992     | 21,652 | 7,825,291     |
-|Java        |   351,213   |  1,612,366   | 6,629,193  | 22,677     | 15,552 | 6,667,422     |
-|JavaScript  |    82,931   |    404,729   | 1,640,416  | 22,044     | 21,108 | 1,683,568     |
-|PHP         |   236,638   |  1,155,476   | 4,656,371  | 21,375     | 19,010 | 4,696,756     |
-|C           |   105,978   |    381,207   | 1,639,319  | 27,525     | 19,122 | 1,685,966     |
-|C#          |   141,090   |    783,166   | 3,305,891  | 24,787     | 19,638 | 3,350,316     |
-|C++         |    87,420   |    410,907   | 1,671,268  | 20,011     | 18,169 | 1,709,448     |
-|Go          |   267,535   |  1,319,547   | 5,109,020  | 19,102     | 25,314 | 5,153,436     |
-|Ruby        |    23,921   |    112,574   |   424,339  | 17,338     | 19,908 |   461,585     |
-|Rust        |    35,367   |    224,015   |   825,130  | 16,716     | 23,141 |   864,987     |
-|TOTAL       | 1,702,750   |  8,356,097   |33,673,594  |222,567     |202,614 |**34,098,775** |
+|            | Number of inline comments  |
+|:-----------|---------------------------:|
+|Python      |   14,013,238               |
+|Java        |   17,062,277               |
+|JavaScript  |    1,438,110               |
+|PHP         |    5,873,744               |
+|C           |    6,778,239               |
+|C#          |    6,274,389               |
+|C++         |   10,343,650               |
+|Go          |    4,390,342               |
+|Ruby        |      767,563               |
+|Rust        |    2,063,784               |
+|TOTAL       | **69,005,336**             |
 
 ## Usage
 You can load The Vault dataset using datasets library: ```pip install datasets```