---
license: cc-by-4.0
dataset_info:
  features:
  - name: max_stars_repo_path
    dtype: string
  - name: max_stars_repo_name
    dtype: string
  - name: max_stars_count
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  - name: id
    dtype: string
  - name: content
    dtype: string
  - name: score
    dtype: float64
  - name: int_score
    dtype: int64
  splits:
  - name: train
    num_bytes: 62056287205
    num_examples: 12866649
  download_size: 23184437873
  dataset_size: 62056287205
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

# starcoderdata-python-edu

StarCoder Training Dataset Cleaned and Scored

## Dataset Details

### Dataset Description

This dataset is a filtered version of [StarCoder Training Dataset](https://huggingface.co/datasets/bigcode/starcoderdata)
that has been scored with the [`python-edu-scorer`](HuggingFaceTB/python-edu-scorer).

### Dataset Sources

<!-- Provide the basic links for the dataset. -->

- **Repository:** https://huggingface.co/collections/HuggingFaceTB/smollm-6695016cad7167254ce15966
- **Paper:** [SmolLM - blazingly fast and remarkably powerful](https://huggingface.co/blog/smollm)

## Citation

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

```bibtex
@misc{allal2024SmolLM,
      title={SmolLM - blazingly fast and remarkably powerful}, 
      author={Loubna Ben Allal and Anton Lozhkov and Elie Bakouch and Leandro von Werra and Thomas Wolf},
      year={2024},
}

@article{li2023starcoder,
      title={StarCoder: may the source be with you!}, 
      author={Raymond Li and Loubna Ben Allal and Yangtian Zi and Niklas Muennighoff and Denis Kocetkov and Chenghao Mou and Marc Marone and Christopher Akiki and Jia Li and Jenny Chim and Qian Liu and Evgenii Zheltonozhskii and Terry Yue Zhuo and Thomas Wang and Olivier Dehaene and Mishig Davaadorj and Joel Lamy-Poirier and João Monteiro and Oleh Shliazhko and Nicolas Gontier and Nicholas Meade and Armel Zebaze and Ming-Ho Yee and Logesh Kumar Umapathi and Jian Zhu and Benjamin Lipkin and Muhtasham Oblokulov and Zhiruo Wang and Rudra Murthy and Jason Stillerman and Siva Sankalp Patel and Dmitry Abulkhanov and Marco Zocca and Manan Dey and Zhihan Zhang and Nour Fahmy and Urvashi Bhattacharyya and Wenhao Yu and Swayam Singh and Sasha Luccioni and Paulo Villegas and Maxim Kunakov and Fedor Zhdanov and Manuel Romero and Tony Lee and Nadav Timor and Jennifer Ding and Claire Schlesinger and Hailey Schoelkopf and Jan Ebert and Tri Dao and Mayank Mishra and Alex Gu and Jennifer Robinson and Carolyn Jane Anderson and Brendan Dolan-Gavitt and Danish Contractor and Siva Reddy and Daniel Fried and Dzmitry Bahdanau and Yacine Jernite and Carlos Muñoz Ferrandis and Sean Hughes and Thomas Wolf and Arjun Guha and Leandro von Werra and Harm de Vries},
      year={2023},
      eprint={2305.06161},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```