|
--- |
|
dataset_info: |
|
- config_name: C |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 116010891 |
|
num_examples: 138903 |
|
- name: validation |
|
num_bytes: 23655147 |
|
num_examples: 28739 |
|
- name: test |
|
num_bytes: 15089573 |
|
num_examples: 18108 |
|
download_size: 84218245 |
|
dataset_size: 154755611 |
|
- config_name: C++ |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 283988203 |
|
num_examples: 318858 |
|
- name: validation |
|
num_bytes: 71347480 |
|
num_examples: 81875 |
|
- name: test |
|
num_bytes: 40434527 |
|
num_examples: 45965 |
|
download_size: 210054789 |
|
dataset_size: 395770210 |
|
- config_name: Go |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 233348778 |
|
num_examples: 266236 |
|
- name: validation |
|
num_bytes: 50916905 |
|
num_examples: 55959 |
|
- name: test |
|
num_bytes: 49018314 |
|
num_examples: 55278 |
|
download_size: 177300040 |
|
dataset_size: 333283997 |
|
- config_name: Java |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 341095989 |
|
num_examples: 352118 |
|
- name: validation |
|
num_bytes: 70142853 |
|
num_examples: 75173 |
|
- name: test |
|
num_bytes: 73746462 |
|
num_examples: 75789 |
|
download_size: 237710158 |
|
dataset_size: 484985304 |
|
- config_name: Python |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 540249752 |
|
num_examples: 627007 |
|
- name: validation |
|
num_bytes: 83521636 |
|
num_examples: 98147 |
|
- name: test |
|
num_bytes: 92836805 |
|
num_examples: 113517 |
|
download_size: 390614385 |
|
dataset_size: 716608193 |
|
- config_name: Rust |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 78635879 |
|
num_examples: 88593 |
|
- name: validation |
|
num_bytes: 20637229 |
|
num_examples: 23356 |
|
- name: test |
|
num_bytes: 15019809 |
|
num_examples: 16851 |
|
download_size: 61646506 |
|
dataset_size: 114292917 |
|
- config_name: TypeScript |
|
features: |
|
- name: message |
|
dtype: string |
|
- name: diff |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 306561530 |
|
num_examples: 378871 |
|
- name: validation |
|
num_bytes: 56861379 |
|
num_examples: 72008 |
|
- name: test |
|
num_bytes: 62396070 |
|
num_examples: 77097 |
|
download_size: 224008717 |
|
dataset_size: 425818979 |
|
configs: |
|
- config_name: C |
|
data_files: |
|
- split: train |
|
path: C/train-* |
|
- split: validation |
|
path: C/validation-* |
|
- split: test |
|
path: C/test-* |
|
- config_name: C++ |
|
data_files: |
|
- split: train |
|
path: C++/train-* |
|
- split: validation |
|
path: C++/validation-* |
|
- split: test |
|
path: C++/test-* |
|
- config_name: Go |
|
data_files: |
|
- split: train |
|
path: Go/train-* |
|
- split: validation |
|
path: Go/validation-* |
|
- split: test |
|
path: Go/test-* |
|
- config_name: Java |
|
data_files: |
|
- split: train |
|
path: Java/train-* |
|
- split: validation |
|
path: Java/validation-* |
|
- split: test |
|
path: Java/test-* |
|
- config_name: Python |
|
data_files: |
|
- split: train |
|
path: Python/train-* |
|
- split: validation |
|
path: Python/validation-* |
|
- split: test |
|
path: Python/test-* |
|
- config_name: Rust |
|
data_files: |
|
- split: train |
|
path: Rust/train-* |
|
- split: validation |
|
path: Rust/validation-* |
|
- split: test |
|
path: Rust/test-* |
|
- config_name: TypeScript |
|
data_files: |
|
- split: train |
|
path: TypeScript/train-* |
|
- split: validation |
|
path: TypeScript/validation-* |
|
- split: test |
|
path: TypeScript/test-* |
|
tags: |
|
- code |
|
size_categories: |
|
- 100K<n<1M |
|
--- |
|
|
|
This is a filtered version of the [`JetBrains-Research/commit-chronicle`](https://huggingface.co/datasets/JetBrains-Research/commit-chronicle) dataset. It has been subsetted for the following languages: |
|
|
|
```python |
|
[ |
|
"C", "C++", "Go", "Java", "Python", "Rust", "TypeScript" |
|
] |
|
``` |
|
|
|
Further filtering steps undertaken are: |
|
|
|
1. Useless features have been removed and only the message and diff retained. |
|
2. Only commits that modify a single file have been chosen. |
|
3. Samples containing diffs longer than 1024 tokens (by the [`ObscuraCoder/Tokenizer`](https://huggingface.co/ObscuraCoder/Tokenizer) tokenizer estimate) have been discarded. |