datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tutorials_summary
Tutorials Summary Text Dataset
This is the summary text dataset of sysmlv2's official tutorials pdf. With the text explanation and code examples in each page, organized in both Chinese and English natural language text. Useful for training LLM and teach it the basic knowledge and conceptions of sysmlv2.
182 records in total.
English Full Summary
page_1-41.md
page_42-81.md
page_82-121.md
page_122-161.md
page_162-183.md
中文完整版
page_1-41.md
page_42-81.md
page_82-121.md… See the full description on the dataset page: https://huggingface.co/datasets/sysmlv2research/tutorials_summary.SysMLv2_Repair_with_SLMs
SysMLv2 Repair with SLMs
Dataset used in "Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs", presented at INCOSE International Symposium 2026.
Dataset Structure
This dataset provides two configurations:
default: Contains train/validation/test splits used for fine-tuning small models. Samples exceeding 2048 tokens have been removed.
full: Contains complete dataset
Task
Given SysML v2 code… See the full description on the dataset page: https://huggingface.co/datasets/rohhaiil/SysMLv2_Repair_with_SLMs.tutorials_code_and_text
Tutorials Extracted Text Dataset
This is the extracted text dataset of sysmlv2's official tutorials pdf. With the text explaination and code examples in each page. Useful for training LLM and teach it the basic knowledge and conceptions of sysmlv2.
1315 records, 183 pages in total.
tutorials_questions
Tutorials Question Text Dataset
This is the question text dataset of sysmlv2's official tutorials pdf. With the question text (only questions, no answers here) generated based on the tutorials, organized in both Chinese and English natural language text. Useful for training LLM and teach it the basic knowledge and conceptions of sysmlv2.
855 records in total.
id
group_id
type
page_ids
question_zh
question_en
855
56
CHECK
181… See the full description on the dataset page: https://huggingface.co/datasets/sysmlv2research/tutorials_questions.sysml-v2-reasoning-benchmark
sysml-bench: SysML v2 Reasoning Benchmark
Dataset Summary
sysml-bench is a benchmark for evaluating how CLI tool configurations affect
LLM accuracy on structured systems engineering tasks. 132 tasks across 8
categories test model comprehension of SysML v2 models with varying tool
augmentation strategies.
The primary question: does giving an LLM more tools improve its ability to
answer questions about a SysML v2 model? The answer is nuanced — it depends
on the task type… See the full description on the dataset page: https://huggingface.co/datasets/nomograph/sysml-v2-reasoning-benchmark.sysml_v2_instruction
language:
en
tags:
sysml
sysml-v2
instruction-tuning
pretty_name: SysML v2 Instruction Dataset
tags:
sysml
sysml-v2
instruction-tuning
license: "apache-2.0"
task_categories:
text-generation
size_categories:
- "n<1K"
configs:
- config_name: default
data_files:
- split: train
path: data/v0.0.3/train.jsonl
- split: test
path: data/v0.0.3/test.jsonl
SysML v2 Instruction Dataset
Version
v0.0.3
Dataset Size
Total: n<1K
Train: 3… See the full description on the dataset page: https://huggingface.co/datasets/rqualis/sysml_v2_instruction.sysmlv2
Dataset Name: SysMLv2_QA_Dataset
Description:
This dataset contains over 3,000 question-answer pairs generated from a PDF introduction to SysML v2. It is designed for training and evaluating natural language understanding models, especially for tasks involving technical document comprehension, question answering, and knowledge extraction. Each entry consists of a question and a corresponding answer extracted or paraphrased from the SysML v2 introduction material.… See the full description on the dataset page: https://huggingface.co/datasets/Xizhidian/sysmlv2.sysmlv2_code
Dataset 2: SysMLv2_Code_Dataset
Description
This dataset contains over 200 code-related examples extracted and adapted from the SysML v2 introduction and reference materials. It is designed for training and evaluating models on tasks involving system modeling code understanding, generation, and transformation.
Size: 200+ entries
Format: JSON Lines (.jsonl)
SysMLv2 代码数据集
描述:
包含 200+ 条 SysML v2 代码示例和对应提问，来源于 SysML v2 介绍和参考资料
数据量: 200+
格式: JSON Lines… See the full description on the dataset page: https://huggingface.co/datasets/Xizhidian/sysmlv2_code.