datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SWE-smith-javaJava-GitHub-Codesjavascript-github-codejava_PRsSWE-smith-java-6704-filtered-for-problem-statementsStackless_Java_V2
Dataset Summary
This is the dataset used for the training of the AP-MAE models, it is a subset of The Heap, we release it for reproducability.
SWE-smith-java-6450-filteredjavascriptgithub-file-programs-dataset-javaarc-stack-javascriptMethods2Test_java_unit_test_code
Dataset Description
Microsoft created this large dataset of Java Junit test cases with its corresponding focal methods.
It contains 780k pairs of JUnit test cases and focal methods which were extracted from a total of 91K
Java open source project hosted on GitHub.
The mapping between test case and focal methods are based heuristics rules and Java developer's best practice.
More information could be found here:
methods2test Github repo
Methods2Test: A dataset of focal methods… See the full description on the dataset page: https://huggingface.co/datasets/jitx/Methods2Test_java_unit_test_code.swe_smith_java_6457_filteredstack_edu_javarepobench_java_v1.1
RepoBench v1.1 (Java)
Introduction
This dataset presents the Java 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
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/tianyang/repobench_java_v1.1.codeparrot-javacornstack_java_ru_enThe part of CoRNStack Dataset translated into Russian. Translation was done with Qwen3 model.
Samples that satisfy the dual consistency filtering condition (samples where the document_rank is 0 or 1 and document_score > 0.7) were translated.
Source code you can find here. For support: fedor.yaronskiy@gmail.com
JavaTestGen
JavaTestGen
Task description
Java TestGen is a benchmark designed to evaluate code generation models' ability to generate Java unit tests. Tasks involve generating unit tests based on provided Java source code and repository context. Dataset contains 227 tasks.
Evaluated skills: Instruction Following, Code Perception, Completion, Testing
Contributors: Dmitry Salikhov, Pavel Zadorozhny, Pavel Adamenko, Rodion Levichev, Aidar Valeev, Dmitrii Babaev
Motivation… See the full description on the dataset page: https://huggingface.co/datasets/MERA-evaluation/JavaTestGen.the-stack-java-clean
Dataset 1: TheStack - Java - Cleaned
Description: This dataset is drawn from TheStack Corpus, an open-source code dataset with over 3TB of GitHub data covering 48 programming languages. We selected a small portion of this dataset to optimize smaller language models for Java, a popular statically typed language.
Target Language: Java
Dataset Size:
Training: 900,000 files
Validation: 50,000 files
Test: 50,000 files
Preprocessing:
Selected Java as the target language due to its… See the full description on the dataset page: https://huggingface.co/datasets/ammarnasr/the-stack-java-clean.code-search-net-java
Dataset Card for "code-search-net-java"
Dataset Summary
This dataset is the Java 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 function does.
Languages
The dataset's comments are in English and the functions are coded in Java
Data Splits
Train, test, validation labels are included in the… See the full description on the dataset page: https://huggingface.co/datasets/Nan-Do/code-search-net-java.SWE-smith-javajavascript-mediumswe_smith_java_qwen3.5_35b_trajs_4369gitbug-javastack_edu_javascriptLCC_java
Dataset Card for "LCC_java"
More Information needed
javascript-smallcodexglue_code2text_java
Dataset Card for "codexglue_code2text_java"
More Information needed
python_java_dataset_APR
Dataset Card for "python_java_dataset_APR"
More Information needed
java-trace-datasetjava_encoded_processed_APR
Dataset Card for "java_encoded_processed_APR"
More Information needed