sysmlv2
Datasets
All datasets matching “sysmlv2”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.source_raw
Raw Example Code of SysMLv2
This is the raw source code of SysMLv2, based on Systems-Modeling/SysML-v2-Release.
301 source code files in total, 57 of them are standard library files.
id
path
is_library
lines
1
src/sysml/src/training/40. Language Extension/User Keyword Example.sysml
False
32
2
src/sysml/src/training/40. Language Extension/Semantic Metadata Example.sysml
False
25
3
src/sysml/src/training/40. Language Extension/Model Library Example.sysmlFalse
35
4… See the full description on the dataset page: https://huggingface.co/datasets/sysmlv2research/source_raw.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.