Google Unveils Gemini: A Powerful New AI Model to Rival OpenAI’s GPT
Google has officially entered the large language model (LLM) scene with the launch of Gemini, its most capable and general-purpose AI model to date. This groundbreaking technology promises to revolutionize the way we interact with computers and information, posing a significant challenge to OpenAI’s dominant GPT models.
Gemini Overview:
- While currently available on Pixel 8 Pro, Gemini Nano’s availability is expected to expand to other devices shortly.
- Google plans to offer access to Gemini Pro through a broader range of platforms and applications in the coming months.
- The company continues to actively develop and improve Gemini Ultra, prioritizing safety and ethical considerations before its public release.
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What is Gemini?
Google has announced the arrival of its latest large language model, Gemini AI, designed to surpass its predecessors in both power and capability. This innovative technology takes a unique approach by offering users a choice of three distinct models: Nano, Pro, and Ultra.
Gemini Versions
Gemini will be available in three distinct models catering to different user needs:
Nano: This lightweight champion is designed for fast on-device tasks like voice recording summarization and keyboard dictation. It’s the perfect choice for users who prioritize speed and efficiency without compromising on functionality.
Pro: A versatile workhorse, Pro sits in the middle ground, offering a balance of power and accessibility. It’s ideal for a wide range of tasks, from writing creative content to translating languages with exceptional accuracy.
Ultra: The undisputed champion of the trio, Ultra represents the ultimate in language processing power. Currently undergoing safety checks, it promises to tackle the most complex and demanding tasks with unparalleled performance.
Gemini Accessibility & Availability:
Google is committed to making Gemini AI accessible to a broad user base. This commitment is reflected in the diverse models and their respective availability:
- Nano: Already available on the Pixel 8 Pro, Nano enhances existing features like Recorder app summarization and Gboard’s Smart Reply, initially implemented in WhatsApp.
- Pro: Currently available within Bard, Pro offers free access to its advanced text-based capabilities, allowing users to experience its potential firsthand.
- Ultra: While still undergoing rigorous testing, Google plans to make Ultra available to the public next year, offering developers and researchers a powerful tool for building next-generation applications.
A New Era of AI:
Gemini AI marks a significant advancement in the realm of AI. Its multifaceted approach and tailored models ensure that users have access to the LLM that best suits their needs, empowering them to work smarter and more efficiently. With its robust capabilities and diverse applications, Gemini AI is poised to revolutionize the way we interact with technology, pushing the boundaries of what’s possible.
5 Key Features of Google’s Gemini AI:
1. Multimodal Capabilities:
Unlike its predecessors, Gemini can understand and process different types of information, including text, audio, images, and video. This opens up exciting possibilities for applications like video game development, personalized education, and realistic virtual environments.
2. Three Tailored Models:
Google offers Gemini in three variants:
- Nano: A lightweight model ideal for on-device tasks like summarization and dictation, currently available on Pixel 8 Pro.
- Pro: A versatile middle-ground model with free access within Bard for advanced text-based tasks.
- Ultra: The most powerful model, undergoing final checks and slated for public release next year, designed for highly complex tasks.
3. Benchmark-Breaking Performance:
Google claims Gemini outperforms OpenAI’s GPT models in industry-standard benchmarks. Pro surpasses GPT-3.5 in six out of eight tests, while Ultra edges out the newer GPT-4 in seven out of eight.
4. Focus on Accessibility and Ethics:
Google aims to make Gemini accessible to a diverse user base through its tiered model approach. The company also emphasizes responsible development, prioritizing safety and ethical considerations throughout the design process.
5. Revolutionizing the AI Landscape:
Gemini’s capabilities have the potential to revolutionize various industries and scientific fields. Its impact is still unfolding, but Gemini will play a pivotal role in shaping the future of AI.
Gemini VS GPT4
| Capability | Benchmark | Description | Gemini Ultra | GPT-4API |
|---|---|---|---|---|
| General | MMLU | Representation of questions in 57 subjects (incl. STEM, humanities, and others) | 90.0%CoT@32* | 86.4%5-shot* (reported) |
| Reasoning | Big-Bench Hard | Diverse set of challenging tasks requiring multi-step reasoning | 83.6%3-shot | 83.1%3-shot (API) |
| DROP | Reading comprehension (F1 Score) | 82.4Variable shots | 80.93-shot (reported) | |
| HellaSwag | Commonsense reasoning for everyday tasks | 87.8%10-shot* | 95.3%10-shot* (reported) | |
| Math | GSM8K | Basic arithmetic manipulations (incl. Grade School math problems) | 94.4%maj1@32 | 92.0%5-shot CoT (reported) |
| MATH | Challenging math problems (incl. algebra, geometry, pre-calculus, and others) | 53.2%4-shot | 52.9%4-shot (API) | |
| Code | HumanEval | Python code generation | 74.4%0-shot (IT)* | 67.0%0-shot* (reported) |
| Natural2Code | Python code generation. New held out dataset HumanEval-like, not leaked on the web | 74.9%0-shot | 73.9%0-shot (API) |
How to use Google Gemini in Bard
Currently, Gemini Pro is available for free within the Google Bard chatbot, Gemini Pro was created to improve the chat experience.
Currently, Bard is still under development and not fully integrated with Google Gemini. However, there are ways to access and utilize some of Gemini’s capabilities within Bard:
1. Ask questions specifically about Gemini:
You can ask Bard any questions you have about Gemini, including its capabilities, limitations, applications, and plans. Bard will access its knowledge base and provide you with accurate and informative answers.
2. Use Bard as a prompt for Gemini-powered applications:
Some applications are being developed to leverage the power of Gemini. While not directly accessible within Bard currently, you can use Bard to brainstorm ideas and prompts for these applications. For example, you could ask Bard:
- “Write a creative poem using Gemini Nano.”
- “Generate a script for a video using Gemini Pro.”
- “Design a game level using Gemini Ultra.”
3. Stay updated on Gemini’s development:
Follow Google AI’s news and announcements to stay informed about the latest developments with Gemini. You can also subscribe to blogs and publications focusing on AI for updates on Gemini’s integration with Bard and other applications.
4. Participate in beta programs:
Google may occasionally offer beta programs for early access to new features and applications powered by Gemini. Keep an eye out for these opportunities to get hands-on experience with Gemini’s capabilities.
While full integration with Bard is still in progress, you can still leverage Bard’s knowledge and capabilities to explore and understand Google Gemini’s potential. By asking questions, using Bard as a prompt, and staying updated, you can be prepared to fully utilize Gemini’s power once it’s fully available within Bard.