After Google renamed its AI model from Bard to Gemini and announced multiple models, things have become a bit confusing. There’s a new model in the mix now. An updated version of Google’s Gemini 1.5 Pro has been released. Gemini Pro 1.5 differs significantly from Gemini 1.0 in many ways, which remains a mystery.
In this article, we’ll examine the differences between the two and what the upgraded AI model can do for you.
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What is Gemini 1.5 Pro
The new Gemini 1.5 model is a significant improvement over the existing Gemini 1.0 model of large-language models from Google.
Gemini Basic is quite similar to other AI models if you haven’t used it yet. You can use the search bar to ask the AI to look up information, generate content, or create images, and it runs on the Gemini 1.0 Pro model.
Who can access it?
The Gemini 1.0 web app is available for free in several countries and multiple languages, but the newer 1.5 Pro model is not available yet. Currently, only business users and developers can use Vertex AI and AI Studio to try it out.
Currently, the model is free for testing and has a context window of one million tokens, but once it is released, it will no longer be free. The model is available for free in Preview, but you should expect some latency.
Further, when Gemini 1.5 Pro is released for everyone, it will come with a context window that displays 128,000 tokens. A variety of pricing tiers might be introduced, including a free 128,000 token model and a paid one million token model.
Gemini 1.0 Vs. Gemini 1.5 Pro
Let’s look at what makes Gemini 1.5 Pro different from previous versions.
Larger Context Window
Models like Gemini use context windows, which include text, images, videos, audio, and code. An AI model can gather and process more information with a larger context window.
The context window of Gemini 1.0 is limited to 32,000 tokens, but that of Gemini 1.5 is one million tokens. During their research, Google even tested 10 million tokens successfully.
This is a paid version of the Gemini Pro 1.5 model. It is still significant more than Gemini 1.0’s context window, even in the free version of the Pro model.
Gemini Pro 1.5 can process 30,000 lines of code, 700,000 words, 11 hours of audio, an hour-long video, and long text documents with its larger context window. As a result, this AI model is more powerful than OpenAI’s GPT-4 model for ChatGPT.
Faster Response Time
The latest Transformer and Mixture-of-Experts (MoE) architecture allows Gemini 1.5 Pro to respond much faster. MoE Transformers operate as groups of neural networks rather than a single network, resulting in greater efficiency.
MoE architecture prevents resource wastage by only activating relevant pathways when input is provided to AI models. It also ensures that better quality output is produced more quickly by dividing the task between different neural models.
Therefore, Gemini Pro 1.5 can help you find answers more quickly and generate images and text-based content more efficiently.
Superior Coding Abilities
The Gemini Pro 1.5 AI model is the right choice if you rely on Gemini for coding. You can write reliable code quickly with it, which is made possible by the larger context window that enables the model to handle more data.
As a result of Gemini 1.5 Pro’s enhanced problem-solving capabilities, it can process larger code blocks than its predecessor. You can use it not only to write better code, but also to explain the workings of different sections and suggest useful modifications. As a result, it is an excellent choice for developers.
Improved Handling Of Audio And Visual Tasks
A better interpretation of images and videos can be achieved with Gemini 1.5 Pro than with Gemini 1.5. Images and textual data can be integrated effectively while understanding the context of images.
This capability allows it to produce text-based information from visual data with minimal effort. By analyzing and interpreting images, this AI model can recognize and categorize objects, understand their relationships, and extract information from them.
The newer AI model has a much more advanced video analysis capability that recognizes patterns in videos, predicts outcomes, and tracks changes. A certain degree of understanding can be achieved by Gemini 1.5 Pro when it comes to events, actions, and even emotions. This means it can be used for more accurate video analysis than Gemini 1.0.
Gemini 1.5 Pro can understand and transcribe speech with far fewer errors than other models, as far as audio enhancements are concerned. As a result, even with long audio pieces, accuracy remains high, and translation from one language to another is easier.
What Can You Do With Gemini 1.5 Pro?
You can accomplish a lot of things with Gemini 1.5 Pro that are not possible with the older AI model. These are just a few examples of what you can do with Gemini 1.5 Pro; developers and businesses can get started right away:
- Gemini 1.5 Pro allows you to read long-form text instead of just short articles. It can even analyze different sections of complex documents and answer associated questions since it can handle large amounts of text-based content.
- Get a detailed analysis of each scene in complete movies. With Gemini 1.0, you could only do this for short clips. By asking the AI model, you can find out a character’s motivations, symbolism, and more.
- Observe long audio clips and gather information from them. In Gemini 1.0, you could only make concise notes from short audio clips. On the other hand, you can listen to long lectures, sum up complicated ideas, and even write detailed transcripts using the updated AI model.
- When Gemini has a better recall capability, you can ask him questions about topics discussed earlier. You can use this ability to find information on a wide variety of topics.
- It is even possible to use the AI model to generate creative content like scripts or poems using information from different sources. Its enhanced capabilities can be of great benefit to creative fields.
- The new Pro AI model helps you write better code by understanding the entire program, rather than just a few lines. Additionally, it can provide suggestions, identify bugs, and generate code snippets.
A number of improvements have been made to Gemini 1.5 Pro that make it a fantastic tool for a wide variety of users. Google’s AI will surely become more popular in everyday use once it is released widely, since it will directly compete with GPT-4-powered ChatGPT.
