GPT4o Mini - Lightning Fast, Dirty Cheap, Insane Quality (Tested)

Matthew Berman
20 Jul 202413:19

TLDRThe video introduces GPT 40 Mini, a cost-efficient and high-performing AI model that outperforms GPT 4 in chat preferences and is significantly cheaper. It supports text and vision, with future support for more media types. Tests reveal GPT 40 Mini's impressive speed and accuracy, except for vision tasks which are slower. The video also features an HP Elitebook 1040 G11 laptop with advanced AI features, showcasing its mobility and security. Open AI's achievement with GPT 40 Mini is praised, with a recommendation for its use over GPT 4, especially for non-vision tasks.

Takeaways

  • 🌟 The era of small AI models has arrived, with GPT 40 Mini being a faster, cheaper, and highly performant model compared to its predecessors.
  • 💰 GPT 40 Mini is priced significantly lower than GPT 3.5 Turbo, costing 15 cents per million input tokens and 60 cents per million output tokens.
  • 🔍 This model supports text and vision in the API, with future support for text, image, video, and audio inputs and outputs.
  • 📈 GPT 40 Mini scores an 82% on the mlu and outperforms GPT 4 on chat preferences on the LM Cy leaderboard.
  • 🚀 GPT 40 Mini is much faster in text output, demonstrating a significant reduction in latency during testing.
  • 🐍 The model can generate complex scripts like the snake game in Python, showcasing its ability to handle programming tasks.
  • 🚫 Both GPT 40 Mini and GPT 4 refuse to assist with unethical requests, such as breaking into a car.
  • 🧠 GPT 40 Mini demonstrates strong logical reasoning and problem-solving abilities, as shown in the shirt drying and math word problems.
  • 📚 The model has a context window of 128,000 tokens and knowledge up to October 2023, allowing for extensive and recent information processing.
  • 🖼️ While GPT 40 Mini excels in text tasks, it lags behind GPT 40 in vision tasks, using more tokens and taking longer to process images.
  • 📱 The HP Elitebook 1040 G11 laptop, powered by Intel's Core Ultra processors, is highlighted for its AI features and mobile capabilities, enhancing user experience.

Q & A

  • What is GPT 40 Mini?

    -GPT 40 Mini is a smaller, faster, and much less expensive version of GPT. It is a highly performant AI model that supports text and vision in the API, with support for text, image, video, and audio inputs and outputs coming in the future.

  • How does GPT 40 Mini compare to GPT 4 in terms of cost?

    -GPT 40 Mini is priced at 15 cents per million input tokens and 60 cents per million output tokens, which is 60% cheaper than GPT 3.5 Turbo.

  • What is the context window of GPT 40 Mini?

    -GPT 40 Mini has a context window of 128,000 tokens.

  • What is the knowledge cutoff date for GPT 40 Mini?

    -GPT 40 Mini has knowledge up to October 2023.

  • How does GPT 40 Mini perform in terms of speed and quality compared to GPT 4?

    -GPT 40 Mini is significantly faster than GPT 4, often completing tasks in a fraction of the time. In terms of quality, it performs very closely to GPT 4, offering similar accuracy and effectiveness.

  • What is the significance of the HP Elitebook 1040 G11 laptop in this video?

    -The HP Elitebook 1040 G11 laptop is featured in the video as a device with numerous AI features powered by Intel's Core Ultra processors. It is used to demonstrate the capabilities of GPT 40 Mini.

  • How does the HP Elitebook 1040 G11 laptop enhance user experience with its AI features?

    -The laptop has features like Smart Sense for optimizing performance, adaptive collaboration tools for better video conferencing, and security features that automatically lock and unlock based on user presence.

  • What is the performance of GPT 40 Mini in the marble question test?

    -GPT 40 Mini correctly identifies that the marble will fall out when the glass is turned upside down and will remain on the table when the glass is picked up, demonstrating its ability to understand and explain physical scenarios.

  • How does GPT 40 Mini handle vision-related tasks compared to GPT 4?

    -While GPT 40 Mini is faster in text output, it is slower in vision-related tasks and uses more tokens for image analysis compared to GPT 4.

  • What is the result of the storage statistics question in the iPhone screen test?

    -Both GPT 40 Mini and GPT 4 correctly identify that there are 8.3 GB of storage left and that the Photos app is taking the most amount of storage space, 133 GB.

  • How does GPT 40 Mini perform in the number comparison test?

    -GPT 40 Mini correctly identifies that 9.9 is bigger than 9.11, demonstrating its ability to perform simple number comparisons.

Outlines

00:00

🚀 Introduction to GPT 40 Mini and Testing Setup

The video introduces GPT 40 Mini, a smaller, faster, and more cost-effective model compared to its predecessors. It is highlighted as a significant development in AI, especially with its competitive pricing and capabilities. The video is sponsored by HP and Intel, showcasing the HP Elitebook 1040 G11 laptop with its AI features powered by Intel's Core Ultra processors. The script discusses the model's performance, cost, and support for various input types. The testing setup involves using the Open AI playground, setting parameters like temperature and token limits, and comparing GPT 40 Mini directly against GPT 40 in terms of quality and speed.

05:04

🔍 Detailed Testing of GPT 40 Mini's Capabilities

This paragraph delves into the actual testing of GPT 40 Mini, starting with simple tasks like writing a Python script to output numbers 1 to 100, and progressing to more complex tasks like creating a snake game in Python. The model's speed and accuracy are compared against GPT 40, with GPT 40 Mini showing impressive performance, especially in speed. The script also includes ethical considerations, such as refusing to assist with illegal activities, and tests logical reasoning and basic math problems. The paragraph concludes with a comparison of word counts in responses, where GPT 40 Mini outperforms GPT 40.

10:07

💼 Sponsorship Feature: HP Elitebook 1040 G11 Laptop

The script shifts focus to the HP Elitebook 1040 G11 laptop, highlighting its AI features and mobile capabilities. The laptop is praised for its portability, dedicated co-pilot button, Smart Sense technology for performance optimization, and adaptive collaboration tools. It also features a touchscreen and tablet mode, enhancing its versatility. The laptop's security features, such as automatic face recognition and screen locking, are also discussed. The paragraph emphasizes the laptop's Intel Core Ultra processor and its impact on the device's performance and battery life.

🎲 Further Testing and Comparison of GPT 40 Mini

Continuing the testing, the script presents a logic problem involving killers in a room, a marble in a glass, and a word problem about drying shirts. GPT 40 Mini and GPT 40 both provide correct answers, demonstrating their logical reasoning abilities. The script also includes a test of the models' vision capabilities, analyzing a meme and converting an Excel screenshot to CSV. The paragraph concludes with a test involving an iPhone storage screenshot, where both models correctly identify the amount of storage left and the app taking the most space. The video ends with a positive review of GPT 40 Mini's performance and a recommendation of the HP Elitebook 1040 G11 laptop.

Mindmap

Keywords

💡GPT 40 Mini

GPT 40 Mini is a smaller, faster, and significantly less expensive version of the GPT model. It is designed to be more cost-efficient while maintaining high performance. In the video, it is tested for various tasks to assess its capabilities and speed, showcasing its ability to handle tasks such as writing Python scripts and processing images, all while being priced at a fraction of the cost of its larger counterparts.

💡AI Features

AI features refer to the capabilities that are powered by artificial intelligence, enhancing the functionality of devices or software. In the context of the video, the HP Elitebook 1040 G11 laptop is highlighted for its AI features, such as Smart Sense for optimizing performance and extending battery life, as well as adaptive collaboration tools for better video conferencing experiences.

💡Intel Core Ultra Processors

Intel Core Ultra processors are high-performance CPUs designed for demanding tasks and advanced computing needs. The video mentions that the HP Elitebook 1040 G11 laptop is equipped with these processors, which unlock a plethora of AI features, contributing to the laptop's superior performance and capabilities.

💡Context Window

The context window refers to the amount of information a model can consider at one time. For GPT 40 Mini, it has a context window of 128,000 tokens, which means it can process and understand large volumes of text data up to that limit. This is crucial for tasks requiring extensive context understanding, such as complex language translation or long-form content creation.

💡MLU Score

The MLU (Machine Learning University) score is a metric used to measure the performance of AI models. In the video, GPT 40 Mini scores an 82% on the MLU, indicating its high level of performance. This score is significant as it helps to benchmark the model's capabilities against others in the field.

💡Cost Efficiency

Cost efficiency is the concept of achieving the best results at the lowest cost. The video emphasizes the cost efficiency of GPT 40 Mini, being priced at 15 cents per million input tokens and 60 cents per million output tokens, which is 60% cheaper than GPT 3.5 Turbo. This makes it an attractive option for those looking for high performance at a lower cost.

💡Open AI Playground

Open AI Playground is an interactive environment provided by OpenAI where users can experiment with and test their models. In the video, the host uses the Open AI Playground to test the capabilities of GPT 40 Mini, demonstrating its performance in real-time through various tasks and comparisons with GPT 4.

💡Vision Capabilities

Vision capabilities refer to the ability of an AI model to process and understand visual information, such as images or videos. The video tests GPT 40 Mini's vision capabilities by asking it to analyze images and provide explanations or perform tasks based on the visual content, showcasing its ability to integrate text and vision processing.

💡Latency

Latency in the context of computing and AI refers to the delay before a transfer of data begins following an instruction for its transfer. The video compares the latency of GPT 40 Mini with GPT 4, highlighting that GPT 40 Mini is significantly faster in processing text, which is an important factor for real-time applications.

💡Knowledge Up to Date

Knowledge up to date indicates the latest information or data that an AI model has been trained on. For GPT 40 Mini, it has knowledge up to October 2023, which means it can provide information and insights based on data available until that time, ensuring relevance in its responses.

💡Benchmarks

Benchmarks are standard tests or criteria against which performance or quality can be assessed. The video compares the performance of GPT 40 Mini across different benchmarks with other models like GPT 3.5 Turbo and GPT 4, providing a clear picture of its relative capabilities and efficiency.

Highlights

Introduction of GPT 40 Mini, a cost-efficient, smaller, and faster model compared to GPT.

GPT 40 Mini scores an 82% on the mlu and outperforms GPT 4 on chat preferences.

Pricing of GPT 40 Mini is significantly cheaper than GPT 3.5 Turbo, at 15 cents per million input tokens.

GPT 40 Mini supports text and vision APIs, with future support for text, image, video, and audio inputs/outputs.

GPT 40 Mini has a context window of 128,000 tokens and knowledge up to October 2023.

Performance comparison of GPT 40 Mini with other models across various benchmarks.

GPT 40 Mini's speed and quality in generating a Python script for outputting numbers 1 to 100.

GPT 40 Mini's impressive speed in creating a snake game in Python.

GPT 40 Mini's response to a request for unethical information, adhering to content guidelines.

Logical reasoning test: GPT 40 Mini correctly explains the drying time for shirts in the sun.

GPT 40 Mini and GPT 4 both provide the correct answer to a basic math problem.

GPT 40 Mini correctly calculates the total hotel charge including tax and fees.

GPT 40 Mini accurately counts the words in the system's response to a prompt.

GPT 40 Mini and GPT 4 provide the correct answer to the 'killers in a room' logic problem.

GPT 40 Mini's correct response to the 'marble in a glass' logic question.

GPT 40 Mini fails to provide 10 sentences ending with the word 'Apple', unlike GPT 4.

GPT 40 Mini and GPT 4 correctly identify which number is bigger between 9.11 and 9.9.

GPT 40 Mini's vision capabilities are tested with an image explaining the meme about startups and big companies.

GPT 40 Mini's slower performance and higher token usage when converting an Excel screenshot to CSV.

GPT 40 Mini's accurate response to questions about iPhone storage statistics from a screenshot.

GPT 40 Mini's overall performance is praised as a substantial achievement by Open AI.

Sponsorship acknowledgment for HP and Intel, and the introduction of the HP Elitebook 1040 G11 laptop.