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The open source model PrivateGPT is online, which can be built locally to avoid information leakage.

2025-01-31 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > IT Information >

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CTOnews.com June 25, Samsung, JPMorgan Chase, Apple and Amazon have banned employees from using ChatGPT for fear of leaking confidential information.

Developer Ivá n Mart í nez Toro recently launched the PrivateGPT open source model, which allows users to ask questions based on their own documentation without an Internet connection.

The PrivateGPT open source model can be run locally on home devices, and you need to download the open source large language model (LLM) called gpt4all before running.

The user is then instructed to put all their related files in a directory so that the model can bring in all the data.

After training the LLM, the user can ask any question to the model, which will use the provided document as the context to answer.

PrivateGPT can take in more than 58000 words and currently requires a lot of local computing resources (high-end CPU is recommended) to set up.

Toro says that the current PrivateGPT is in the proof-of-concept (PoC) phase, at least proving that a large model similar to ChatGPT can be created entirely locally, and that you can foresee the potential of this PoC to be converted into a real product, allowing companies to access personalized, secure, and private ChatGPT to increase productivity.

CTOnews.com attaches a link to the GitHub page here, which interested users can click to read.

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