---
dataset_info:
  features:
  - name: text
    dtype: string
  - name: code
    dtype: string
  - name: task_id
    dtype: int64
  - name: test_setup_code
    dtype: string
  - name: test_list
    sequence: string
  - name: challenge_test_list
    sequence: string
  splits:
  - name: train
    num_bytes: 181176.50513347023
    num_examples: 374
  - name: few_shot
    num_bytes: 4844.29158110883
    num_examples: 10
  - name: validation
    num_bytes: 43598.62422997947
    num_examples: 90
  - name: test
    num_bytes: 242214.57905544149
    num_examples: 500
  download_size: 230787
  dataset_size: 471834.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: few_shot
    path: data/few_shot-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---

This is the MBPP dataset. Downloaded [from here](https://raw.githubusercontent.com/google-research/google-research/refs/heads/master/mbpp/mbpp.jsonl)
and constructed as follows:

```python3
import datasets
ds = datasets.load_dataset("json", data_files="mbpp.jsonl", split="train")
test = ds.filter(lambda item: item['task_id'] >= 11 and item['task_id'] <= 510)
few_shot = ds.filter(lambda item: item['task_id'] >= 1 and item['task_id'] <= 10)
validation = ds.filter(lambda item: item['task_id'] >= 511 and item['task_id'] <= 600)
train = ds.filter(lambda item: item['task_id'] >= 601 and item['task_id'] <= 974)
ds = datasets.DatasetDict({ "train": train, "few_shot": few_shot, "validation": validation, "test": test })
ds.push_to_hub("arjunguha/mbpp")
```

Credit:

```bibtex
@misc{austin2021programsynthesislargelanguage,
      title={Program Synthesis with Large Language Models}, 
      author={Jacob Austin and Augustus Odena and Maxwell Nye and Maarten Bosma and Henryk Michalewski and David Dohan and Ellen Jiang and Carrie Cai and Michael Terry and Quoc Le and Charles Sutton},
      year={2021},
      eprint={2108.07732},
      archivePrefix={arXiv},
      primaryClass={cs.PL},
      url={https://arxiv.org/abs/2108.07732}, 
}
```