README.md

---
source_datasets: bigcode/the-stack-smol-xl
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
- config_name: original
  data_files:
  - split: train
    path: original/train-*
dataset_info:
- config_name: default
  features:
  - name: size
    dtype: int64
  - name: ext
    dtype: string
  - name: lang
    dtype: string
  - name: max_stars_repo_name
    dtype: string
  - name: max_stars_repo_licenses
    sequence: string
  - name: max_stars_count
    dtype: float64
  - name: max_issues_repo_name
    dtype: string
  - name: max_issues_repo_licenses
    sequence: string
  - name: max_issues_count
    dtype: float64
  - name: max_forks_repo_name
    dtype: string
  - name: max_forks_repo_licenses
    sequence: string
  - name: max_forks_count
    dtype: float64
  - name: text
    dtype: string
  - name: avg_line_length
    dtype: float64
  - name: max_line_length
    dtype: int64
  - name: alphanum_fraction
    dtype: float64
  - name: code_readability
    dtype: float64
  - name: token_len
    dtype: int64
  splits:
  - name: train
    num_bytes: 1138355923.3692224
    num_examples: 205173
  download_size: 394010253
  dataset_size: 1138355923.3692224
- config_name: original
  features:
  - name: size
    dtype: int64
  - name: ext
    dtype: string
  - name: lang
    dtype: string
  - name: max_stars_repo_name
    dtype: string
  - name: max_stars_repo_licenses
    sequence: string
  - name: max_stars_count
    dtype: float64
  - name: max_issues_repo_name
    dtype: string
  - name: max_issues_repo_licenses
    sequence: string
  - name: max_issues_count
    dtype: float64
  - name: max_forks_repo_name
    dtype: string
  - name: max_forks_repo_licenses
    sequence: string
  - name: max_forks_count
    dtype: float64
  - name: text
    dtype: string
  - name: avg_line_length
    dtype: float64
  - name: max_line_length
    dtype: int64
  - name: alphanum_fraction
    dtype: float64
  - name: code_readability
    dtype: float64
  splits:
  - name: train
    num_bytes: 1210173023
    num_examples: 218432
  download_size: 401845994
  dataset_size: 1210173023
license: odc-by
---
# Dataset Card for "the-stack-smol-xl-readable"


[Filtered](https://gist.github.com/pszemraj/60de22b09e9c91a16443519a1741e0c0) for 'readability' 0.8 and greater. ~560M llama2 tokens

columns:

```
{'train': ['size',
           'ext',
           'lang',
           'max_stars_repo_name',
           'max_stars_repo_licenses',
           'max_stars_count',
           'max_issues_repo_name',
           'max_issues_repo_licenses',
           'max_issues_count',
           'max_forks_repo_name',
           'max_forks_repo_licenses',
           'max_forks_count',
           'text',
           'avg_line_length',
           'max_line_length',
           'alphanum_fraction',
           'code_readability']}
```

## stats


### readability index

|       |   code_readability |
|:------|-------------------:|
| count |     218432         |
| mean  |          0.840515  |
| std   |          0.0288337 |
| min   |          0.8       |
| 25%   |          0.816354  |
| 50%   |          0.836042  |
| 75%   |          0.863379  |
| max   |          0.987153  |



### tokens

llama2

```
token_len
count  205173.000000
mean     2654.322581
std     18141.069771
min        33.000000
25%       166.000000
50%       390.000000
75%      1078.000000
max    686163.000000
```