Tag: inference

Foundation Model

Posted on by lechuck park

From Claude with some prompting
This image depicts a high-level overview of a foundation model architecture. It consists of various components including a knowledge base, weight database (parameters), vector database (relative data), tuning module for making answers, inference module for generating answers, prompt tools, and an evaluation component for benchmarking.

The knowledge base stores structured information, while the weight and vector databases hold learnable parameters and relative data representations, respectively. The tuning and inference modules utilize these components to generate responses or make predictions. Prompt tools assist in forming inputs, and the evaluation component assesses the model’s performance.

This architectural diagram illustrates the core building blocks and data flow of a foundation model system, likely used for language modeling, knowledge representation, or other AI applications that require integrating diverse data sources and capabilities.

My own AI agent

Posted on by lechuck park

From DALL-E with some prompting
This image appears to be a conceptual diagram of an individual’s AI agent, divided into several parts:

  1. Personal Area: There’s a user icon with arrows labeled ‘Control’ and ‘Sensing All’. This suggests the user can direct the AI agent and the AI is capable of gathering comprehensive information from its environment.
  2. Micro & Macro Infinite World: This part features illustrations that seem to represent microorganisms, plants, butterflies, etc., indicating that the AI collects data from both microscopic and macroscopic environments.
  3. Personalized Resource: The icon resembling a human brain could represent personalized services or data tailored to the user.
  4. Cloud Infra: The cloud infrastructure is presumably responsible for data processing and storage.
  5. Cloud Service: Depicted as a server providing various services, connected to the cloud infrastructure.
  6. Internet Connected: A globe icon with various network points suggests that the AI agent is connected to global information and knowledge via the internet.

Overall, the diagram illustrates a personalized AI agent that collects information under the user’s control, processes it through cloud infrastructure and services, and ultimately contributes to collective intelligence through an internet connection.