Enter PaLM 2 (New Bard): Full Breakdown - 92 Pages Read and Gemini Before GPT 5? Google I/O | Summary and Q&A

TL;DR

Google's Palm 2 is competitive with GPT-4, surpassing it in certain aspects. Gemini, Google's new model, will rival GPT-5 and is accelerated, leading to concerns regarding safety standards.

Key Insights

• 🫳 Palm 2 is competitive with GPT-4, exceeding it in translation, linguistics, and multilingual capabilities.
• 👶 Gemini, Google's new model, will rival GPT-5 while being accelerated and equipped with planning abilities.
• 🤨 Google provides limited information about the data, parameters, and compute used for training Palm 2, raising concerns.
• 🫳 Palm 2's parameter count is estimated between 100 and 200 billion, comparable to GPT-3 but with improved performance.
• 💨 Inference speed for Palm 2 is approximately 10 times faster than GPT-4, indicating efficiency despite fewer parameters.
• 🫳 Palm 2 performs well in various languages, outperforming Google Translate in some cases, thanks to diverse training data.
• 😷 Google emphasizes medical applications of Palm 2, showcasing its potential to revolutionize healthcare and medical question answering.

Transcript

less than 24 hours ago Google released the Palm 2 technical report I have read all 92 Pages watch the Palm 2 presentation read the release notes and have already tested the model in a dozen ways but before getting into it all my four main takeaways are these first Palm 2 is competitive with gpt4 and while it is probably less smart overall it's bett... Read More

Questions & Answers

Q: How does Palm 2 differ from GPT-4?

Palm 2 exceeds GPT-4 in translation and linguistics due to diverse pre-training data and a comparable parameter count. It also offers faster inference speed and different model sizes.

Q: What information does Google provide about the data used to train Palm 2?

Google cryptically mentions diverse sources such as documents, books, code, and conversational data. However, they do not disclose specific details about the data.

Q: How does Palm 2 perform in different languages?

Palm 2 performs similarly in different languages, including outperforming Google Translate in certain cases. It shows a significant improvement in languages other than English.

Q: How does Palm 2 compare to GPT-4 in benchmark tests?

Palm 2 outperforms GPT-4 in high school mathematics problems and surpasses human performance in virtually every domain of language. However, specialized coding tasks may favor GPT-4.

Summary & Key Takeaways

• Palm 2 is a competitive model with GPT-4, excelling in translation and linguistics while being smaller in size and faster in inference speed.

• Google provides limited information about the data, parameters, and compute used for training Palm 2, leaving room for speculation.

• Gemini, the new model, will surpass GPT-5 while being accelerated and equipped with planning abilities. Google emphasizes multilingual capabilities.