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Topics / LLMs and generative AI

LLM applications and tools

3 notes.

  1. Advantages of Weighted Averaging in Ensemble Models14 min

    Ensemble models combine multiple base models to improve prediction accuracy and robustness. A weighted average is a powerful technique used in ensemble...

  2. Comparing Classic Time Series Models vs. LLMs9 min

    Time series forecasting is a crucial technique in data science, used to predict future values based on historical data. This presentation compares classic...

  3. MagMax Leveraging Model Merging for Continual Learning8 min

    MagMax is a novel approach to continual learning that leverages model merging techniques. It aims to address the challenge of catastrophic forgetting in...