Will GPT 3 stores the question asked in the training set

lakshmi 551 Reputation points
2023-09-15T12:52:37.2766667+00:00

Does Open AI GPT model save the questions in their data set.

We are working on a bot where there is a dedicated KB for the customer. When user asks a query , it will search for the answer in dedicated KB and if not found it will go to the GPT3 for the answer.

So the query can be a Private customer related question which is not in the dedicates KB. So will GPT 3 stores this question and will it be available for another user who is using GPT3

Azure OpenAI Service
Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
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  1. AshokPeddakotla-MSFT 27,296 Reputation points
    2023-09-18T09:11:58.4133333+00:00

    Aiswarya Lakshmy Greetings!

    Does Open AI GPT model save the questions in their data set. So the query can be a Private customer related question which is not in the dedicates KB. So will GPT 3 stores this question and will it be available for another user who is using GPT3

    When you use GPT-3 to generate a response to a user's question, the model analyzes the input and generates a response based on the patterns it has learned from the training data. The response is generated on the fly and is not stored for future use**.**

    To answer your question, GPT-3 does not store the questions asked by users and the responses generated are not saved for future use. Each time a user asks a question, the model generates a new response based on the input provided.

    Please see Azure OpenAI Service frequently asked questions for more details.

    The diagram below illustrates how your data is processed. This diagram covers three different types of processing:

    1. How the Azure OpenAI Service processes your prompts to generate content (including when additional data from a connected data source is added to a prompt using Azure OpenAI on your data).
    2. How the Azure OpenAI Service creates a fine-tuned (custom) model with your training data.
    3. How the Azure OpenAI Service and Microsoft personnel analyze prompts, completions and images for harmful content and for patterns suggesting the use of the service in a manner that violates the Code of Conduct or other applicable product terms

    Data flow diagram for the service

    Does connecting to Chat Gpt3 , will store the private questions in its data set and will be available to other users?

    It is clearly mentioned in the page Data, privacy, and security for Azure OpenAI Service Your prompts (inputs) and completions (outputs), your embeddings, and your training data:

    • are NOT available to other customers.
    • are NOT available to OpenAI.
    • are NOT used to improve OpenAI models.
    • are NOT used to improve any Microsoft or 3rd party products or services.
    • are NOT used for automatically improving Azure OpenAI models for your use in your resource (The models are stateless, unless you explicitly fine-tune models with your training data).
    • Your fine-tuned Azure OpenAI models are available exclusively for your use.

    The Azure OpenAI Service is fully controlled by Microsoft; Microsoft hosts the OpenAI models in Microsoft’s Azure environment and the Service does NOT interact with any services operated by OpenAI (e.g. ChatGPT, or the OpenAI API).

    When you use Azure OpenAI Service, your data is encrypted in transit and at rest, and is stored in Microsoft Azure data centers that are compliant with various industry standards and regulations, such as ISO 27001, HIPAA, and GDPR. Microsoft also provides tools and services to help you manage and protect your data, such as Azure Key Vault and Azure Active Directory. See Azure OpenAI Service encryption of data at rest for more details.

    You can also find more information about Microsoft's data privacy and security policies on the Microsoft Trust Center.

    Hope this helps. Let me know if you have any further queries.


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