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zeyuzy/DLLM-Planing-Task

DLLM-Planning-Task Benchmark datasets for evaluating planning capabilities of Diffusion Language Models (DLLMs). Dataset Description This dataset contains multiple planning and combinatorial reasoning tasks designed to evaluate discrete diffusion language models. Each task has train/test splits in either CSV or JSONL format. Tasks Task Format Description Sudoku CSV 9x9 Sudoku puzzles. Columns: quizzes, solutions. Path Finding (path-2-6)… See the full description on the dataset page: https://huggingface.co/datasets/zeyuzy/DLLM-Planing-Task.

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1---2license: mit3task_categories:4  - text-generation5  - question-answering6tags:7  - planning8  - reasoning9  - diffusion-lm10  - sudoku11  - 3-sat12  - cipher13  - path-finding14---15 16# DLLM-Planning-Task17 18Benchmark datasets for evaluating planning capabilities of Diffusion Language Models (DLLMs).19 20## Dataset Description21 22This dataset contains multiple planning and combinatorial reasoning tasks designed to evaluate discrete diffusion language models. Each task has train/test splits in either CSV or JSONL format.23 24## Tasks25 26| Task | Format | Description |27|------|--------|-------------|28| **Sudoku** | CSV | 9x9 Sudoku puzzles. Columns: `quizzes`, `solutions`. || **3-SAT (5/7/9 vars)** | JSONL | Boolean satisfiability problems with 5, 7, or 9 variables. Fields: `input`, `output`. |29| **Path Finding (path-2-6)** | JSONL | Graph path-finding problems on small graphs. Fields: `input`, `output`, `reversed`. |30| **Cipher** | JSONL | Substitution cipher decoding. Fields: `input`, `output`. |31| **Chain Dependency (cd3/4/5)** | JSONL | Arithmetic chain-of-dependency problems of length 3, 4, 5. Fields: `input`, `output`. |32 33## Data Splits34 35Each task provides:36- `*_train.*` — Training set37- `*_test.*` — Held-out test set38 39## Usage40 41 42 43## License44 45MIT46