datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
python-toolcallsLogs from run_python_code tool used for benchmarking.
hle-gpt-oss-120b-no-python-260222
hle-gpt-oss-120b-no-python-260222
Deep research agent evaluation on rl-rag/hle_text_only (test split).
Results
Metric
Value
pass@4
47.9%
avg@4
26.6%
Trajectory accuracy
26.6% (2292/8632)
Questions
2158
Trajectories
8632 (4 per question)
Avg tool calls
14.5
Full conversations
❌
Model & Setup
Model
gpt-oss-120b
Judge
gpt-4o
Max tool calls
50
Temperature
0.7
Blocked domains
huggingface.co
Tool Usage… See the full description on the dataset page: https://huggingface.co/datasets/rl-rag/hle-gpt-oss-120b-no-python-260222.starcoderdata-python-edu-lang-score
Dataset Card for Starcoder Data with Python Education and Language Scores
Dataset Summary
The starcoderdata-python-edu-lang-score dataset contains the Python subset of the starcoderdata dataset. It augments the existing Python subset with features that assess the educational quality of code and classify the language of code comments. This dataset was created for high-quality Python education and language-based training, with a primary focus on facilitating models that can… See the full description on the dataset page: https://huggingface.co/datasets/JanSchTech/starcoderdata-python-edu-lang-score.the_stack_dedup_pythonthe-stack-smol-python
Dataset Card for "the-stack-smol-python"
More Information needed
the-stack-v2-pythonstarcoderdata-python-edu
starcoderdata-python-edu
StarCoder Training Dataset Cleaned and Scored
Dataset Details
Dataset Description
This dataset is a filtered version of StarCoder Training Dataset
that has been scored with the python-edu-scorer.
Dataset Sources
Repository: https://huggingface.co/collections/HuggingFaceTB/smollm-6695016cad7167254ce15966
Paper: SmolLM - blazingly fast and remarkably powerful
Citation
@misc{allal2024SmolLM,
title={SmolLM… See the full description on the dataset page: https://huggingface.co/datasets/jon-tow/starcoderdata-python-edu.Codeforces-Python-Submissions
Dataset Card for "Codeforces-Python-Submissions"
More Information needed
the-stack-dedup-python-filtered-docstringsThis is a dataset originated from bigcode/the-stack-dedup with some filters applied.
The filters filtered in this dataset are:
remove_function_no_docstring
remove_class_no_docstring
remove_delete_markers
repobench_python_v1.1
RepoBench v1.1 (Python)
Introduction
This dataset presents the Python portion of RepoBench v1.1 (ICLR 2024). The data encompasses a collection from GitHub, spanning the period from October 6th to December 31st, 2023. With a commitment to data integrity, we've implemented a deduplication process based on file content against the Stack v2 dataset (coming soon), aiming to mitigate data leakage and memorization concerns.
Resources and Links
Paper
GitHub… See the full description on the dataset page: https://huggingface.co/datasets/tianyang/repobench_python_v1.1.the-stack-v2-new-pythonthe-stack-python-1Msplit-avelina-python-eduarxiv_deep_learning_python_research_code_functions_summaries
Dataset Card for "AlgorithmicResearchGroup/arxiv_deep_learning_python_research_code_functions_summaries"
Dataset Description
https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_deep_learning_python_research_code_functions_summaries
Dataset Summary
AlgorithmicResearchGroup/arxiv_deep_learning_python_research_code_functions_summaries contains summaries for every python function and class extracted from source code files referenced in ArXiv papers. The… See the full description on the dataset page: https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_deep_learning_python_research_code_functions_summaries.the-stack-dedup-python-filtered-allThis is a dataset originated from bigcode/the-stack-dedup with some filters applied.
The filters filtered in this dataset are:
remove_non_ascii
remove_decorators
remove_async
remove_classes
remove_generators
remove_function_no_docstring
remove_class_no_docstring
remove_unused_imports
remove_delete_markers
python-image-copilot-training-using-import-knowledge-graphs
Python Copilot Image Training using Import Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 216642
Size: 211.2 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-import-knowledge-graphs.python-edu-cleaned
SmolLM-Corpus: Python-Edu (Cleaned)
This dataset contains the python-edu subset of 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… See the full description on the dataset page: https://huggingface.co/datasets/Avelina/python-edu-cleaned.python-image-copilot-training-using-class-knowledge-graphs
Python Copilot Image Training using Class Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each row contains a png file in the dbytes column.
Rows: 312277
Size: 304.3 GB
Data type: png
Format: Knowledge graph using NetworkX with alpaca text box
Schema
The png is in the dbytes column:
{
"dbytes": "binary"… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-image-copilot-training-using-class-knowledge-graphs.python_PRsstack-v2-pythonpython-text-copilot-training-instruct-ai-research-2024-02-03
Python Copilot Instructions on How to Code using Alpaca and Yaml
Training and test datasets for building coding multimodal models that understand how to use the open source GitHub projects for the Agora Open Source AI Research Lab:
Agora GitHub Organization
Agora Hugging Face
This dataset is the 2024-02-03 update for the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-text-copilot-training-instruct-ai-research-2024-02-03.python-github-codearxiv_python_research_code
Dataset Card for "ArtifactAI/arxiv_python_research_code"
Dataset Description
https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_python_research_code
Dataset Summary
AlgorithmicResearchGroup/arxiv_python_research_code contains over 4.13GB of source code files referenced strictly in ArXiv papers. The dataset serves as a curated dataset for Code LLMs.
How to use it
from datasets import load_dataset
# full dataset (4.13GB of data)
ds =… See the full description on the dataset page: https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_python_research_code.the-stack-dedup-python-filtered-docstrings-gpt2stack-v2-python-with-content-chunk1python-audio-copilot-training-using-class-knowledge-graphs
Python Copilot Audio Training using Class with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each class method has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path identifier.
Rows:… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-class-knowledge-graphs.metal-python-synthetic-explanations-gpt4-graphcodebertpython-audio-copilot-training-using-function-knowledge-graphs
Python Copilot Audio Training using Global Functions with Knowledge Graphs
This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.
Details
Each global function has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path… See the full description on the dataset page: https://huggingface.co/datasets/matlok/python-audio-copilot-training-using-function-knowledge-graphs.hle-gpt-oss-120b-with-python-260222
hle-gpt-oss-120b-with-python-260222
Deep research agent evaluation on unknown.
Results
Metric
Value
pass@4
39.5%
avg@4
17.5%
Trajectory accuracy
17.4% (1860/10660)
Questions
1350
Trajectories
10660 (4 per question)
Avg tool calls
0.0
Full conversations
❌
Model & Setup
Model
unknown
Judge
gpt-4o
Max tool calls
50
Temperature
0.7
Blocked domainsNone
Tool Usage
Tool
Calls
%… See the full description on the dataset page: https://huggingface.co/datasets/rl-rag/hle-gpt-oss-120b-with-python-260222.the-stack-dedup-python-filtered-non_asciiThis is a dataset originated from bigcode/the-stack-dedup with some filters applied.
The filters filtered in this dataset are:
remove_non_ascii