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Flan

PulseAugur coverage of Flan — every cluster mentioning Flan across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_188684 ·

    Fine-tuning LLMs: Data quantity depends on behavior vs. coverage

    Fine-tuning large language models requires careful consideration of data quantity, as the amount needed depends on whether the goal is to teach specific behaviors or cover a broad range of inputs. For narrow behavioral …

  2. RESEARCH · CL_65965 ·

    MERIT pipeline enables decentralized LLM instruction tuning

    Researchers have developed MERIT, a novel decentralized instruction tuning pipeline designed to overcome gradient interference and synchronization bottlenecks in large language models. This method involves estimating da…