🤖 The AGENT AI race has BEGUN!!!

Introduction to Microsoft's Jarvis AI System

In this section, we will learn about Microsoft's new AI system called Jarvis and its code base.

What is Jarvis?

• Jarvis is an open-source project built on top of Microsoft's recent paper called "hugging GPT."

• It is a system that coordinates between different individual systems by asking the hugging face model hub to talk to all these individual systems.

• The system has four steps: task planning, model selection, task execution, and response generation.

How does it work?

• The system is a multi-modal system that takes in text and image inputs and generates responses in speech.

• Task planning involves identifying the set of tasks required to complete the given input prompt.

• Model selection involves selecting the appropriate models from the hugging face model hub for each task.

• Task execution involves executing each task using the selected models.

• Response generation involves generating a response based on the output of each executed task.

Example

• An example input prompt given to Jarvis was "Please generate an image where a girl is reading a book and her pose is the same as the boy in example.jpeg. Please describe the new image with your own voice."

• The set of tasks identified were post control, post to image, image classification, object detection, image to text, and text to speech.

Understanding the Hugging GPT System

This section discusses the capabilities of the Hugging GPT system and its potential to perform various AI tasks.

The Capabilities of Hugging GPT

• The Hugging GPT system is a powerful AI system that can be connected to various open-source models, making it capable of performing numerous sophisticated AI tasks in different modalities.

• It can generate 3D images, perform natural language processing, and create probabilistic solutions like stock market trading applications.

• The hugging GPT paper has almost cracked this thing, paving the way towards advanced artificial intelligence.

• The key here is that it combines all available modalities and domains to achieve impressive results in language vision speech and other challenging tasks.

Microsoft's Jarvis System

This section discusses Microsoft's Jarvis system and its capabilities.

Introduction to Jarvis

• Microsoft has developed a system called Jarvis that is quite impressive. It consists of an LLM as a controller and numerous expert models as collaborative executors.

• To try out this system, you need more than 24 GB RAM, a GPU, an OpenAI API key, and a hugging face cookie.

Using Jarvis

• You can run Jarvis in CLI mode by calling the server inside the server and invoking the command.

• You can have chat-based communication with Jarvis by giving input as a human or asking for help with many things.

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