Unveiling Gemini: Google's Advanced Multimodal AI Model

TLDR; Google unveils Gemini, an advanced AI model surpassing GPT-4 in various tasks. Gemini's capabilities range from recognizing images and videos to generating music and providing logic reasoning. It outperforms human experts in multitask language understanding but struggles with common sense natural language.

⚔️ AI War: Gemini vs. GPT-4

Google's Gemini model challenges GPT-4 in the AI war of 2023, surpassing it in various benchmarks. Gemini's multimodal capabilities extend to recognizing images, videos, and generating music on the fly. It excels in multitask language understanding, outperforming human experts, but lags in common sense natural language tasks.

📱 Gemini Unveiled

Google introduces Gemini, a multimodal large language model designed to replace Lambda and Palm 2. It is trained not only on text but also on sound, images, and video. Gemini's demos showcase its ability to recognize and respond to real-time actions in videos, track ongoing events, and generate multimodal outputs like images and music.

💻 Alpha Code 2

Google also unveils Alpha code 2, outperforming 90% of competitive programmers in solving highly complex abstract problems. It excels in breaking down problems using techniques like dynamic programming, raising concerns about the future of programmers in the industry.

📊 Gemini Performance

Gemini comes in three sizes: Tall, Grande, and Ventti. While the Pro version underperforms GPT-4, the Ultra version outperforms it on almost every category, notably in multitask language understanding. However, it struggles with common sense natural language tasks, a benchmark crucial for human-like AI behavior.

🧠 Training and Scale

Gemini is trained using newly unveiled version 5 tensor processing units deployed in super PODS of 4,096 chips each, with dedicated Optical switches for quick data transfer. The scale of Gemini Ultra necessitates communication between multiple data centers. The training dataset encompasses web pages, YouTube videos, scientific papers, and books, filtered for quality and fine-tuned through reinforcement learning.

📆 Availability

The Nano and Pro Models of Gemini will be available on Google Cloud on December 13th, while the Gemini Ultra Pro Max is set for release next year pending safety tests. The delay is until it reaches 100% on the hell woke benchmark.