| | --- |
| | license: odc-by |
| | dataset_info: |
| | features: |
| | - name: blob_id |
| | dtype: string |
| | - name: repo_name |
| | dtype: string |
| | - name: path |
| | dtype: string |
| | - name: length_bytes |
| | dtype: int64 |
| | - name: score |
| | dtype: float64 |
| | - name: int_score |
| | dtype: int64 |
| | - name: text |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 13496584244.40846 |
| | num_examples: 7677467 |
| | download_size: 6045401237 |
| | dataset_size: 13496584244.40846 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | --- |
| | |
| | # SmolLM-Corpus: Python-Edu (Cleaned) |
| |
|
| | This dataset contains the `python-edu` subset of [SmolLM-Corpus](https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus) with the contents of the files stored in a new `text` field. All files were downloaded from the S3 bucket on January the 8th 2025, using the blob IDs from the original dataset with revision `3ba9d605774198c5868892d7a8deda78031a781f`. Only 1 file was marked as not found and the corresponding row removed from the dataset (`content/39c3e5b85cc678d1d54b4d93a55271c51d54126c` which I suspect is caused by a mallformed blob ID), and 980 files were removed (see the next section for more details). |
| |
|
| | Please refer to the original [README](https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus/blob/main/README.md#python-edu) for all other information. |
| |
|
| | ## Cleaning |
| | 980 files were removed from the dataset due to being low quality. The primary culprits were hardcoded python calculators, massive hardcoded unit tests, files containing lists words, and TSV/CSV data stored as python files. There was also one file that contained an entire Harry Potter book. |
| |
|
| | ## Dataset Features |
| | * `blob_id (string)`: Software Heritage (SWH) ID of the file on AWS S3. |
| | * `repo_name (string)`: Repository name on GitHub. |
| | * `path (string)`: The file path within the repository. |
| | * `length_bytes (int64)`: Length of the file content in UTF-8 bytes. |
| | * `score (float32)`: The output of the educational scoring model. |
| | * `int_score (uint8)`: The rounded educational score. |
| | * `text (string)`: The downloaded python file text. |
| |
|
