| --- |
| dataset_info: |
| features: |
| - name: text |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 4814896123 |
| num_examples: 5468096 |
| download_size: 2179440546 |
| dataset_size: 4814896123 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| license: odc-by |
| task_categories: |
| - text-generation |
| - question-answering |
| language: |
| - en |
| tags: |
| - code |
| - coding |
| - py |
| - python |
| - pretraining |
| - train |
| - fine |
| - clean |
| - filtered |
| - smollm |
| - python edu |
| - edu |
| - SLM |
| - smol |
| - programming |
| - github |
| pretty_name: Python For The Smol |
| size_categories: |
| - 1M<n<10M |
| --- |
| # SmolPyEdu |
|
|
| This dataset aims to be a **very solid option** for pre-training general-purpose or coding/programming **SLMs and TLMs**. |
|
|
| It takes **Avelina/python-edu-cleaned**, filters for **only working scripts**, removes all comments, and leaves only **clean, short scripts**. |
|
|
| It inherits the same **odc-by** license as the source. |
|
|
| ### Dataset Details |
|
|
| - **Curated by:** MoreThought |
| - **Funded by:** MoreThought |
| - **Shared by:** MoreThought |
| - **License:** odc-by |
|
|
| ### Dataset Sources |
|
|
| - **Used:** https://huggingface.co/datasets/Avelina/python-edu-cleaned |
| - **Original:** https://huggingface.co/datasets/Avelina/python-edu |
| - **Source:** https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus |
|
|
| ## Uses |
|
|
| - Pre-training general-purpose or coding/programming SLMs and TLMs |
| - Pre-training general-purpose or coding/programming LLMs of any kind in general |
| - Post-training general-purpose or coding/programming SLMs and TLMs to stop using comments |
|
|
| ## Stats |
|
|
|
|
| | **Total compressed size** | **Max script size** | **Size reduction VS used** | |
| | ------------------------- | ------------------- | -------------------------- | |
| | **2.18 GB** | **100 lines** | **2.775x** | |
