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+ # Ernest Nuclei Templates Dataset v1 (Instruction Format)
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+
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+ This is a restructured version of the Ernest Nuclei Templates dataset optimized for instruction tuning.
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+
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+ ## Format
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+
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+ Each example has this structure:
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+
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+ ```json
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+ {
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+ "instruction": "Generate a Nuclei template for CVE-2024-1234",
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+ "input": "Title: XSS in Product\nSummary: Description...\nSeverity: high",
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+ "output": "id: cve-2024-1234\n\ninfo:\n name: ...\n\nhttp:\n - method: GET\n ...",
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+ "category": "cve",
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+ "severity": "high",
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+ "id": "CVE-2024-1234"
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+ }
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+ ```
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset('json', data_files={
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+ 'train': 'train.jsonl',
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+ 'test': 'test.jsonl',
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+ 'validation': 'validation.jsonl'
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+ })
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+
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+ # For instruction tuning
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+ example = dataset['train'][0]
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+ print(f"Instruction: {example['instruction']}")
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+ print(f"Input: {example['input']}")
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+ print(f"Output: {example['output']}")
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+ ```
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+
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+ ## Advantages
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+
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+ - **Flatter structure**: Easier to work with in ML frameworks
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+ - **Instruction format**: Ready for instruction-tuning (Alpaca, GPT-4 style)
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+ - **Text-focused**: Input and output are plain text strings
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+ - **Smaller size**: ~30% smaller than nested format
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+ - **Faster loading**: Less parsing overhead
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+
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+ ## Original Dataset
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+
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+ See the original nested format at: `../ernest-nuclei-templates-v1/`