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retrieval augmented generation

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Stories

  • Mamba Explained

    Is Attention all you need? Mamba, a novel AI model based on State Space Models (SSMs), emerges as a formidable alternative to the widely used Transformer models, addressing their inefficiency in processing long sequences.

    The Gradient21 min read
  • Do text embeddings perfectly encode text?

    'Vec2text' can serve as a solution for accurately reverting embeddings back into text, thus highlighting the urgent need for revisiting security protocols around embedded data.

    The Gradient9 min read

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