Google Gemini (formerly called as google Bard) is an artificial intelligence tool developed by Google to simulate human conversations using natural language processing (NLP) and machine learning. As per Google it is largest and most capable AI model of google. Gemini is the result of large-scale efforts by teams across Google and Google Deepmind. It was built from the ground up to be multimodal, which means it can generalize and seamlessly understand, operate across and combine different types of information including text, code, audio, image and video.
Google wanted to build a new generation of AI models, inspired by the way people understand and interact with the world. AI that feels less like a smart piece of software and more like something useful and intuitive - an expert helper or assistant.
Announcement
Gemini 1.0 was announced on Dec. 6, 2023, and built by Google DeepMind advanced AI research and development unit of Google. Gemini is the most capable and general model yet, with state-of-the-art performance across many leading benchmarks.
Googles first version, Gemini 1.0, is optimized for different sizes: Ultra, Pro and Nano.
- Gemini Ultra — largest and most capable model for highly complex tasks, Google’s largest and the most capable version of Gemini.
- Gemini Pro — model for scaling across a wide range of tasks, and is a little more efficient than Nano.
- Gemini Nano — efficient model for on-device tasks.
Gemini is also most flexible AI model yet, able to efficiently run on everything from data centers to mobile devices. Its capabilities will significantly enhance the way developers and enterprise customers build and scale with AI.
Performance of Google Gemini
Google is rigorously testing Gemini models and evaluating their performance on a wide variety of tasks. From natural image, audio and video understanding to mathematical reasoning, Gemini Ultra’s performance exceeds current state-of-the-art results on 30 of the 32 widely-used academic benchmarks.
Reasoning
Its multimodal reasoning capabilities can help make sense of complex written and visual information amid vast amounts of data. its ability to extract insights from hundreds of thousands of documents through reading, filtering and understanding information will help deliver new breakthroughs at digital speeds in many fields from science to finance.
Understanding text, images, audio and more
Gemini 1.0 was trained to recognize and understand text, images, audio and more at the same time. This makes it especially good at explaining reasoning in complex subjects like math and physics.
Advanced coding
First version of Gemini can understand, explain and generate high-quality code in the world’s most popular programming languages, like Python, Java, C++, and Go. Its ability to work across languages and reason about complex information makes it one of the leading foundation models for coding in the world. Gemini Ultra excels in several coding benchmarks, including HumanEval, an important industry-standard for evaluating performance on coding tasks, and Natural2Code.
Gemini Integration across various Google Products
Google bringing Gemini to billions of people through Google products. It will be available in English in more than 170 countries and territories, and plan to expand to different modalities and support new languages and locations in the near future.
Pixel 8 Pro is the first smartphone engineered to run Gemini Nano, which is powering new features like Summarize in the Recorder app and rolling out in Smart Reply in Gboard, starting with WhatsApp with more messaging apps coming soon. In the coming months, Gemini will be available in more of our products and services.
Developer / Build with Gemini
Integrate Gemini models into your applications with Google AI Studio and Google Cloud Vertex AI. Developers and enterprise customers can access Gemini Pro via the Gemini API in Google AI Studio or Google Cloud Vertex AI web-based developer tool to prototype and launch apps quickly with an API key. Google AI Studio is a free and implement in their applications. Android developers will also be able to build with Gemini Nano, most efficient model for on-device tasks.
Gemini Nano and Gemini Pro have been available to users via Bard, has been rolled out across a range of products and platforms. but Gemini Ultra released letter with new name as Gemini advance.
Gemini Ultra / Gemini advance
Gemini Ultra / Gemini advance is the most powerful version. It outperformed OpenAI’s GPT-4 on 30 of 32 benchmarks tested and beat human experts on MMLU (massive multitask language understanding), an assessment of knowledge and problem-solving abilities based on a combination of 57 subjects, ranging from math to ethics.
Google has recently also announced that Gemini Ultra will now be available to all users and will be renamed to Gemini Advance it will be premium model will be available on subscription.
What is the Difference Between Google Gemini and ChatGPT-4
Gemini developed by DeepMind (Google) based on Extensive multimodal capabilities and supports Code generation, text and image creation, cross-language reasoning.
Chat GPT developed by Open AI primarily Advanced text-based conversational abilities and supports Conversational responses, text completion.
Available on Mobile App
Gemini app for Android, iOS Also available. Gemini can be used over mobile.
Future of Gemini
Gemini is expected to become the support of most Google services and features like search, translation, and personalized recommendations.
will become personal assistants, provide personalized content your interests using Gemini's intelligence. Gemini APIs and developer tools that will use and explore Gemini's capabilities. developers can build more innovative AI applications in various industries, like finance, entertainment, healthcare and education.
Pricing Of Gemini
Gemini Advanced can be used by anyone via a subscription of Google One AI Premium plan. users in India will be charged Rs 1,950 per month (in indian currency). in this subscription, users will also get 2TB storage, and access to Gemini across Gmail, Docs, Slides, Sheets, and other platforms.
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