Shypd.aiThe largest open index of AI toolssynthetic-data-kit is an open-source data & analytics tool that generates high-quality synthetic datasets to fine-tune LLMs. It simplifies data preparation by converting existing files into fine-tuning friendly formats.
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synthetic-data-kit is a powerful open-source tool developed by Meta Llama for generating high-quality synthetic datasets specifically designed to fine-tune Large Language Models. It streamlines the often complex process of data preparation, allowing users to create reasoning traces, QA pairs, and summaries from various input formats. The tool features a modular 4-command CLI flow: ingest, create, curate, and save-as, enabling users to process individual files or entire directories. It supports different LLM backends like vLLM or external API endpoints and can convert curated data into various fine-tuning formats such as Alpaca, OpenAI fine-tuning format, and ChatML. Additionally, it handles multimodal data, extracting both text and images, and offers intelligent chunking for large documents to maintain context and quality.
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