datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
python_code_instructions_18k_alpaca
Dataset Card for python_code_instructions_18k_alpaca
The dataset contains problem descriptions and code in python language.
This dataset is taken from sahil2801/code_instructions_120k, which adds a prompt column in alpaca style. Refer to the source here.
code-search-net-python
Dataset Card for "code-search-net-python"
Dataset Description
Homepage: None
Repository: https://huggingface.co/datasets/Nan-Do/code-search-net-python
Paper: None
Leaderboard: None
Point of Contact: @Nan-Do
Dataset Summary
This dataset is the Python portion of the CodeSarchNet annotated with a summary column.The code-search-net dataset includes open source functions that include comments found at GitHub.The summary is a short description of what the… See the full description on the dataset page: https://huggingface.co/datasets/Nan-Do/code-search-net-python.python-github-codepython-code-dataset-500k
Attention: This dataset is a summary and reformat pulled from github code.
You should make your own assumptions based on this.
In fact, there is another dataset I formed through parsing that addresses several points:
out of 500k python related items, most of them are python-ish, not pythonic
the majority of the items here contain excessive licensing inclusion of original code
the items here are sometimes not even python but have references
There's a whole lot of gpl summaries… See the full description on the dataset page: https://huggingface.co/datasets/jtatman/python-code-dataset-500k.arxiv_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.instructional_code-search-net-python
Dataset Card for "instructional_code-search-net-python"
Dataset Summary
This is an instructional dataset for Python.
The dataset contains two different kind of tasks:
Given a piece of code generate a description of what it does.
Given a description generate a piece of code that fulfils the description.
Languages
The dataset is in English.
Data Splits
There are no splits.
Dataset Creation
May of 2023
Curation Rationale
This… See the full description on the dataset page: https://huggingface.co/datasets/Nan-Do/instructional_code-search-net-python.RedStone-Code-python
RedStone
Based on the paper "RedStone: Curating General, Code, Math, and QA Data for Large Language Models" and the official GitHub repository, I have replicated the processing of the RedStone-Code (python only) dataset in Redstone.
I followed the processing steps outlined in the official repository with minimal modifications.
I have not yet used this data for training to verify its quality.
The release is under the Redstone's license. If any data within it infringes on your… See the full description on the dataset page: https://huggingface.co/datasets/zjsd/RedStone-Code-python.python-github-codepython_code_instructions_filtered
Dataset Card for "code_filtered"
This includes data from xlcost, evol instruct, code alpaca, code instructions, and code search net. Data is filtered based on quality and learning value.
arxiv_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.python-code-100-copied-tokenizedrlvr-code-data-python-r1-format-filteredpython-code-100-copiedPython-React-Code-Datasetcode_contest_python3_alpaca
Dataset Card for Code Contest Processed
Dataset Summary
This dataset contains coding contest questions and their solution written in Python3.
This dataset is created by processing code_contest dataset from Deepmind. It is a competitive programming dataset for machine-learning. Read more about dataset at original source.
Columns Description
id : unique string associated with a problem
description : problem description
code : one correct code for the problem… See the full description on the dataset page: https://huggingface.co/datasets/iamtarun/code_contest_python3_alpaca.arxiv_deep_learning_python_research_code
ArXiv Deep Learning Python Research Code
A curated corpus of Python source code files extracted from GitHub repositories referenced in ArXiv papers. Contains 391,496 files (1.49 GB) filtered to deep learning frameworks, designed for training and evaluating Code LLMs on research-grade code.
Dataset Summary
Statistic
Value
Total files
391,496
Total size
1.49 GB
Source repos
34,099
Time span
ArXiv inception through July 2023
Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_deep_learning_python_research_code.python-code-instructions-japanese
Python Code Instructions - Japanese (18K)
Dataset Description
This dataset contains 18,612 Python programming instruction-response pairs translated to Japanese. It's designed for training language models to understand and generate Python code based on Japanese instructions.
Key Features
18,612 entries covering diverse Python programming tasks
Japanese instructions and prompts for code generation
Original English text preserved for reference
Python code… See the full description on the dataset page: https://huggingface.co/datasets/ronantakizawa/python-code-instructions-japanese.cross_code_eval_pythonDr-Zeon-Github-Python-Code-Dataset
Luck Spark 1B - High Quality Code Dataset
The first quality-scored, star-agnostic code dataset for training 1B MoE code models.
Unlike The Stack / CodeParrot that filter by stars, this dataset scores every file by its content (0-10). A 2-star well-documented library scores higher than a 10k-star minified file. Continuously updated by an autonomous bot.
Repo: ahmetggg/luck-spark-1b-code-dataset | Bot: github_to_hf_bot.py | License: Permissive only (MIT / Apache-2.0 / BSD /… See the full description on the dataset page: https://huggingface.co/datasets/ahmetggg/Dr-Zeon-Github-Python-Code-Dataset.rlvr-code-data-python-r1arxiv_python_research_code_summaries
Dataset Card for "ArtifactAI/arxiv_python_research_code_summaries"
Dataset Description
https://huggingface.co/datasets/ArtifactAI/arxiv_python_research_code_summaries
Dataset Summary
ArtifactAI/arxiv_deep_learning_python_research_code contains summaries for every python function and class extracted from source code files referenced in ArXiv papers. The dataset serves as a curated dataset for Code LLMs.
How to use it
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/AlgorithmicResearchGroup/arxiv_python_research_code_summaries.github-python-code-fim
github python code fim
Generated from tomekkorbak/python-github-code, limiting context length to 8192.
python-code-instructions-18k-alpaca-standardized
Dataset Card for "python-code-instructions-18k-alpaca-standardized"
More Information needed
reason_code-search-net-python
Dataset Card for "reason_code-search-net-python"
Dataset Summary
This dataset is an instructional dataset for Python.The dataset contains five different kind of tasks.
Given a Python 3 function:
Type 1: Generate a summary explaining what it does. (For example: This function counts the number of objects stored in the jsonl file passed as input.)
Type 2: Generate a summary explaining what its input parameters represent ("For example: infile: a file descriptor of a file… See the full description on the dataset page: https://huggingface.co/datasets/Nan-Do/reason_code-search-net-python.python-code-cot-18k
python-code-cot-18k
COT distilled dataset with 16,565 examples.
Source
Base: iamtarun/python_code_instructions_18k_alpaca
Model: Mistral-7B-Instruct-v0.2-AWQ
Format
instruction: Task
thinking: <think>...</think> reasoning
response: Solution
ML-1M-Syntax-Validated-Python-Code
ML-1M Syntax-Validated Python Code
Dataset Summary
ML-1M Syntax-Validated Python Code is a large-scale corpus containing over 1 million machine-learning–oriented Python programs derived from The Stack, a permissively licensed collection of open-source source code.
The dataset is constructed through heuristic ML-domain filtering, syntactic validation, and basic safety checks. It is intended to support empirical analysis of real-world ML code, executability and dependency… See the full description on the dataset page: https://huggingface.co/datasets/Noushad999/ML-1M-Syntax-Validated-Python-Code.code-search-net-python
Dataset Card for "code-search-net-python"
Dataset Description
Homepage: None
Repository: https://huggingface.co/datasets/Nan-Do/code-search-net-python
Paper: None
Leaderboard: None
Point of Contact: @Nan-Do
Dataset Summary
This dataset is the Python portion of the CodeSarchNet annotated with a summary column.The code-search-net dataset includes open source functions that include comments found at GitHub.The summary is a short description of what the… See the full description on the dataset page: https://huggingface.co/datasets/khemprogrammer/code-search-net-python.Python-Security-Code-Datasetnemotron-post-training-dataset-v1-code-pythonpython-code-execution-output