From the introduction of models to mobile applications

About Gemina artificial intelligence, we are going to introduce this tool in this article. We will also try to answer most of the questions that have formed in your mind about this artificial intelligence in this article.

Google is trying to make a new wave with Gemina, a collection of models, apps and services that generate artificial intelligence. But while Gemini appears to be promising in several ways, it is still weak in others. To help you understand all the important things about this AI, we’ve put together this handy guide, which we’ll likely update in the future as we release new models, features, and news about Google’s future plans for Gemini.

What is Gemini?

Gemini AI is the next generation of the long-promised GenAI model, developed by Google’s AI research labs DeepMind and Google Research. This artificial intelligence is available in three models:

• Gemini Ultra: Jamina’s flagship model
• Gemini Peru: A light Gemini model
• Gemina Nano: A smaller “distilled” model that runs on mobile devices like the Pixel 8 Pro.

All Gemini models are trained to be “natively multimodal”; In other words, they are able to work and use more words. They were pre-trained and well-tuned on all kinds of audio, images, and videos, a large collection of codebases, and text in different languages. This sets Gemina apart from models like Google’s own LaMDA, which are trained exclusively on text data. LaMDA cannot understand or generate anything other than text (eg articles, email drafts), but not in Gemina’s models.

What is the difference between Gemina plans and Gemina models?

Google once again proved that it lacks branding skills; Because this company did not specify from the beginning that Geminay is considered separate and distinct from Geminay web and mobile apps (former Bard). Gemina Apps are merely an interface through which some Gemina models can be accessed. In simpler terms, you should think of it as a client for Google’s GenAI.

By the way, Gemina’s programs and models are also completely independent from Imagen 2; A Google text-to-image model that is available in some of the company’s developer tools and environments. Don’t worry! You are not the only one who is confused about this!

What can Gemina’s artificial intelligence do?

Because Gemini models are multimodal, in theory they can handle a wide range of multimodal tasks, from transcribing speech to subtitling images and videos to producing artwork. Few of these features have yet reached the product stage (more on that below), but Google is promising all of them — and more — at some point in the not-too-distant future. Of course, this company’s word is a little hard to accept! Google didn’t get much attention with the initial release of Bard, and recently it’s trying to get back into the limelight in this particular field with a video that apparently shows off Gemina’s capabilities.

However, assuming Google is more or less true to its claims, here’s what the different levels of Gemini can do once they reach their full potential:

Gemini Ultra

Google says that Gemini Ultra — thanks to its versatility — can be used to help with things like physics homework, solving step-by-step problems on a worksheet, and pointing out potential mistakes in pre-filled answers. The company explains that Gemini Ultra can also be used to do things like identify scientific articles related to a particular problem—extract information from those articles and update a graph, creating the necessary formulas to recreate the graph with newer data.

As mentioned earlier, Gemina Ultra technically supports image production, but this feature has not yet made its way to the production version of this model. Maybe because the mechanism and process are far more complicated than how programs like ChatGPT produce images. Instead of making feed requests to an image generator (like DALL-E 3, in the case of ChatGPT), Gemina outputs images “natively” without an intermediary step.

Gemini Ultra is available as an API through Vertex AI, Google’s fully managed AI developer platform, and AI Studio, Google’s web-based tool for app and platform developers. It also strengthens Gemini’s plans; But not free! Access to Gemini Ultra through what Google calls Gemini Advanced requires a subscription to the Google One AI Premium Plan for $20 per month. The AI ​​Premium plan also connects Gemini to your broader Google Workspace account; Various emails in Gmail, documents in Docs, presentations in Sheets and Google Meet recordings. For example, in order to summarize emails or take various notes during a video call, Gemini will be extremely useful.

Gemini Pro

Google has stated that Gemini Pro has improved reasoning, planning and understanding abilities over LaMDA. An independent study by researchers at Carnegie Mellon and BerriAI found that Gemini Pro actually outperformed OpenAI’s GPT-3.5 in handling longer and more complex reasoning chains, but the study also found that, like all large language models, Gemini Pro was especially good with problems Math involving multiple digits is a struggle, and users have found many examples of bad reasoning and mistakes.

However, Google’s promised improvements did come, and the first came in the form of the Gemini 1.5 Pro. Designed as a replacement, the Gemini 1.5 Pro (currently in preview) is an improvement over its predecessor in many areas, perhaps most notably in the amount of data it can process. Gemini 1.5 Pro can handle (in a limited private preview) about seven hundred thousand words or 30,000 lines of code (35 times what Gemini 1.0 Pro can handle) and is not limited to text. Gemini 1.5 Pro can analyze up to 11 hours of audio or an hour of video in different languages, albeit slowly (for example, searching for a scene in an hour-long video takes 30 seconds to a minute to process).

Gemini Pro is also available via an API in Vertex AI to accept text as input and generate text as output. Gemini Pro Vision can also process text and images – including photos and videos – and generate text according to the OpenAI GPT-4 model with Vision.

In Vertex AI, developers can customize Gemina Pro’s AI in specific areas and use cases using a fine-tuning or “landing” process. Gemini Pro can also connect to external and third-party APIs to perform certain actions. In AI Studio, there are workflows for creating structured chat notifications using Gemini Pro. Developers have access to both the Gemini Pro and Gemini Pro Vision endpoints and can adjust the model’s temperature to control the creative range of the output and provide examples to provide tone and style guidelines. Developers are also able to set security settings.

Gemini Nano

The Gemini Nano is a much smaller version of the Gemini Pro and Ultra models, and is efficient enough to run directly on some phones instead of sending work to a server somewhere. So far, the Pixel 8 Pro has two features: Summary in Recording and Smart Reply in Gboard.

The Recorder app, which allows users to press a button to record and transcribe audio, includes summaries of conversations, interviews, presentations and other recordings by Gemina. Users get these summaries even if they don’t have a Wi-Fi signal or connection available – and no data leaves their phone, in a nod to privacy.

Gemini Nano is also on Gboard, Google’s keyboard app, as a developer preview. There, the app powers a feature called Smart Reply that helps you suggest the next thing you want to say during a conversation in a messaging app. Google says the feature will initially only work with WhatsApp, but will come to more apps in 2024.

Is Gemini better than OpenAI’s GPT-4?

Google has repeatedly touted Gemini’s AI superiority in its benchmarks and also claimed that Gemini Ultra exceeded current state-of-the-art results in 30 out of 32 widely used academic benchmarks used in research and development of large language models. The company says that Gemini Pro, meanwhile, is more capable than GPT-3.5 at tasks like summarizing content, brainstorming, and writing text.

With all these interpretations, leaving aside the question of whether the benchmarks actually represent a better model, the scores cited by Google appear to be marginally better than the corresponding OpenAI models. And – as mentioned earlier – some first impressions weren’t great; Because users and academics point out that Gemina Pro tends to get basic facts wrong, struggles with translations, and makes poor coding suggestions.

How much will Gemini cost?

Gemini Pro is free for use in Gemini and currently AI Studio and Vertex AI applications. However, when the Gemini Pro comes out of preview at Vertex, the model will be priced at $0.0025 per character, while the outbound cost will be $0.00005 per character. Vertex customers pay $0.0025 per image per 1000 characters (about 140-250 words) and for models like Gemini Pro Vision.

Suppose a 500 word article contains 2000 characters. Summarizing that article with Gemina Pro costs $5. Meanwhile, an article of similar length costs $0.1 to produce. The price of Ultra has not been announced yet.

Where can you try Gemini?

This question should be explained in the form of two parts:

Gemini Peru

The easiest place to experience Gemini Peru is in Gemini Apps. Pro and Ultra models respond to queries in different languages. Gemini Pro and Ultra are also available as previews in Vertex AI via API. The API is currently free to use in certain areas and supports certain regions, including Europe, as well as features such as chat functionality and filtering.

Elsewhere, Gemini Pro and Ultra can be found in AI Studio. Using this service, developers can replicate Gemina-based requests and chatbots and then receive API keys to use in their own apps – or export the code to a more fully featured IDE.

Duet AI for Developers, Google’s suite of AI-powered code completion and generation tools, now uses Gemina models, and Google has brought Gemina models to its developer tools for the Chrome and Firebase mobile developer platforms.

Gemina Nano

Gemina Nano artificial intelligence is present on the Pixel 8 Pro and will be available for other devices in the future. Developers interested in incorporating this model into their Android apps can sign up for a sneak peek.

Is Gemini Coming to iPhone?

It is possible! Apple and Google are reportedly in talks to use Gemini for a number of features that will be included in an iOS update later this year. Nothing is certain; Because according to reports, Apple is also in talks with OpenAI and working on developing its GenAI capabilities.

How to activate Gemini on Android phone

To start using Geminai app, you need to download it from Google Play. If you’ve searched for the app but don’t see it, it’s not yet available in your area, but should be soon.

If you can’t install the app, you can always go to the Gemini website and test the app there. But, if you manage to install the app, you’ll notice that Gemina still needs Google Assistant for certain tasks.

To use Gemini on Android, you need a phone with at least 4GB of RAM and Android 12 or higher. You must also have the Google app up to date. If you don’t, Gemina will remind you to update it. The Gemini app will not be available for minors or Family Link using a Google Account managed by a Google Workspace for Education account.

Once you select Gemini, Google Assistant will actually take over for you. The next time you say Hey Google or use your preferred way to activate it, it’ll be Gemina greeting you. To start using Gemina, you need to do the following steps:

1. Open the Google Gemini app.

2. Tap Get Started.

3. After reading how Google Gemini can help, tap More.

4. On the following page, select I agree.

5. Tap where it says type, talk or share photo.

What can you do with Gemina application?

You can ask questions like the time of a particular country or the weather for the week. Overall, the app can easily do most of the things you’ve already done with Google Assistant. However, you can enable/disable and manage Assistant features in Gemini.

1. Tap your profile thumbnail in the top corner.

2. Tap Settings.

3. Tap Google Assistant Features on Gemina.

4. If the feature is not already turned on, turn it on. You can also manage individual features in this menu.

However, Gemini is very useful on its own and there are many things you can do, such as search for what’s on your page or call up a search using photos from your gallery. To search with images, tap the camera icon to upload a picture from your phone to get more information. I used my pet’s photo and Gemina gave me this information.

You will see the play and pause button on the upper right side of the text so that Gemina can read the text for you; A great option for when your eyes are too tired. Gemina cannot correctly identify the location of each photo by analyzing it. It will ask you for more information to determine where the photo was taken.

You can also ask what places to visit in a particular city. But you’ll notice that in some cases, it shows you the images and in others, it doesn’t.

Google Gemini can create a seven-day cleaning schedule, code, set timers, and even make calls or cover letters. If you don’t feel like reading a long chunk of text, copy and paste it into Gemina and get a shorter summary. You’ll also see offers you can take advantage of at the top of the home page. There is also the option to take a picture of an object and add it asking what it is.

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This exciting AI not only translates the text but also tells you the source of the text. For example, if you take a picture of a book in another language, it will translate it into your preferred language and tell you where the text was taken from. Gemini can also have a reason. For example, if you take a picture of a glass bottle and ask it to break, it will tell you that whether the bottle breaks depends on several factors, such as the type of glass, the height it is dropped from, and the surface from which you drop the glass. .

You don’t need to have the best Android phone to use Gemina; Because this phone works on models with Android 12. Be careful when using Gemina as it can generate false information. If you work with Gemini Advanced, you’ll have access to more features to help you do more complex tasks. However, please note that the first two months of Gemini Advanced are free and you have to pay $20 per month after that.

It’s also worth noting that when Gemini is active, the Assistant app icon changes to a Gemini icon, making it look like you have two versions of the same app.

There are also some things the Gemini AI can’t do with Assistant, including routines, interacting with media apps, setting reminders, and translator mode. However, Google has said that more Assistant features are coming to Gemini in the future.

Source: techcrunch