What is PaLM 2 ?
Adaptive and Progressive Language Model is known as PaLM 2. Building on its previous model, PaLM, which was introduced in 2022, it is Google next-generation LLM. Compared to PaLM. PaLM 2 offers several advantages like:
- Compute-optimal scaling : PaLM 2 scales the model size and the training-data size in proportion to each other which makes it more efficient and cost-effective than PaLM, which had a fixed model size.
- Improved dataset mixture : PaLM 2 uses a more diverse and multi-lingual corpus of text, which includes hundreds of human and programming languages , mathematical-equations, scientific papers , and web pages. This enables it to perform better on multilingual and cross domain tasks.
- Updated model architecture and objective: PaLM 2 has a modified transformer architecture that in-corporates attention, convolution , and re-currence. It also uses a multi-task learning objective that trains the model on different types of tasks , such as language-modeling ,classification, question answering and translation.
- Processing power: 3.6 trillion text tokens can processed by PaLM 2 , which contains 340 billion parameters. Riddles and idioms, natural language production, code and math generation , and other difficult thinking tasks are among it’s strong suits. Google Bard, Google Translate, Google Assistant , and other Google’s LLM models all make use of PaLM 2.
PaLM 2 vs Llama 2
Large language models (LLMs) are at the forefront of the area of Artificial Intelligence (AI) which is continually expanding. These complicated algorithms are trained on vast quantities of text data allowing them to create human-quality prose, translate languages, compose various types of creative material, and educationally answer your questions. In this article, we will explore two prominent LLMs: Google AI’s Palm 2 and Meta AI’s LlaMa 2. We will investigate their distinguishing qualities, compare their performance, and discuss their possible applications and the future of AI.
Palm 2 vs LlaMa 2
As we know LLMs are a supercharged version of search engines and chatbots, capable of comprehending and answering to complicated inquiries and requests thoroughly and helpfully!
Table of Content
- What is PaLM 2 ?
- What is LlaMa 2?
- Comparing PaLM 2 Vs Llama 2
- PaLM 2 vs LlaMa 2: Applications
- Ethical Considerations of LLMs Model
- Future of AI with LLaMA 2 and PaLM 2
- Conclusion