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NVIDIA Launches Hymba, its New Hybrid Architecture for Small LLMs

  • NVIDIA has launched Hymba-1.5B-Base, a small-scale language model that combines transformer attention mechanisms with state space models (SSMs).
  • The hybrid architecture aims to improve efficiency in natural language processing tasks.
  • Hymba-1.5B-Base outperforms other small language models, demonstrating higher accuracy, reduced cache size, and increased throughput.
  • NVIDIA acknowledges that the model may reflect societal biases and generate toxic responses, urging users to employ the model responsibly.

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