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--- |
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language: |
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- en |
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size_categories: |
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- 100K<n<1M |
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--- |
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# Complete-it |
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## Dataset Summary |
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The **Complete-it** dataset is designed for training and evaluating **text auto-completion models**. It provides structured prompt–completion pairs that can be used to fine-tune language models for predictive typing, code completion, or general text continuation tasks. |
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This dataset is intended for researchers, developers, and practitioners who want to explore completion-based modeling in natural language processing. |
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--- |
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## Supported Tasks and Benchmarks |
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- **Text Auto-Completion**: Predicting the next sequence of tokens given a partial input. |
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- **Language Modeling**: Training models to generate coherent continuations of text. |
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- **Instruction Tuning (optional)**: Can be adapted for instruction–response style fine-tuning if reformatted. |
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--- |
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## Languages |
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- The dataset is primarily in **English**. |
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- It can be extended or adapted for multilingual completion tasks. |
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--- |
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## Dataset Structure |
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- **Input**: A partial text sequence (prompt). |
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- **Output**: The expected continuation (completion). |
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Example: |
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```json |
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{ |
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"prompt": "The quick brown fox", |
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"completion": " jumps over the lazy dog." |
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} |
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``` |
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--- |
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## Data Splits |
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- **train**: Main split for model training. |
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- **validation**: For hyperparameter tuning and evaluation. |
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- **test**: For final benchmarking. |
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*(Adjust based on your actual splits — if you only have one file, note that here.)* |
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--- |
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## Usage |
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You can load the dataset directly with the Hugging Face `datasets` library: |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("Parveshiiii/Complete-it") |
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``` |
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--- |
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## Intended Use |
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- Research on auto-completion and predictive text. |
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- Fine-tuning small to medium language models for lightweight completion tasks. |
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- Educational purposes in demonstrating dataset formatting for completion models. |
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--- |
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## Limitations |
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- The dataset may not cover all domains or writing styles. |
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- Quality of completions depends on the diversity of the source material. |
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- Not intended for safety-critical applications without further filtering and evaluation. |
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--- |
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## Citation |
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If you use this dataset, please cite it as: |
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``` |
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@dataset{Parveshiiii_Complete-it, |
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title = {Complete-it}, |
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author = {Parvesh Rawal}, |
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year = {2025}, |
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publisher = {Hugging Face}, |
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url = {https://huggingface.co/datasets/Parveshiiii/Complete-it} |
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} |
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``` |
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--- |
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