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Data Decontamination Tools · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesData Decontamination Tools

Utilities for identifying and removing overlapping samples from training datasets.

Distinguishing note: Focuses on preventing data leakage in LLM training sets.

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  • huggingface/open-r1

    huggingface/open-r1

    25,887View on GitHub↗

    Open-r1 is a framework designed for the large-scale training, distillation, and optimization of language models focused on complex reasoning and programming tasks. It provides a comprehensive suite of tools for managing distributed training jobs across multi-node clusters, enabling the development of high-performance models through reinforcement learning and supervised fine-tuning. The project distinguishes itself by integrating secure, containerized code execution environments directly into the training and evaluation lifecycle. By allowing models to run and verify code snippets against test

    Removes overlapping data samples from training datasets by comparing them against reference sets to ensure data integrity.

    Python
    25,887View on GitHub↗