Constructing a Native Voice Assistant with LLMs and Neural Networks on Your CPU Laptop computer | by Yu-Cheng Tsai | Nov, 2024

A sensible information to run light-weight LLMs utilizing python

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With the rise of multimodal Massive Language Fashions (LLMs), we will now work together with them in additional methods than simply typing textual content, like utilizing audio inputs. OpenAI has lately launched a voice function for ChatGPT, permitting one to speak immediately with the chat platform. This opens up a myriad of novel alternatives and functions constructed round it.

As machine studying and information science practitioners, it’s an thrilling time to be concerned. Utilizing OpenAI’s realtime speech to speech APIs, you may create a voice assistant powered by these multi-modal LLMs. Nonetheless, if you’re within the open-source libraries, you may construct a voice assistant as properly, fully in an area setting and with out subscriptions to proprietary APIs!

  1. Information privateness
  2. No API calls restrict
  3. Superb-tuning fashions

First, I’m certain most individuals who use mainstream generative AI chatbots are conscious of the information that was transmitted by their servers. Lots of people could also be involved concerning the information privateness subject…