PaLM 2 - Large Language Model from Google AI
PaLM 2 from Google AI – Large language model
Features:
1. Advanced Reasoning: Ability to decompose tasks into subtasks and understand nuances of human language.
2. Multilingual Translation: Pre-trained on parallel multilingual text from a large corpus of diverse languages.
3. Coding Assistance: Pre-trained on extensive web, source code, and other datasets; excels at generating code in popular and specialized languages.
4. Compute-Optimal Scaling: Efficiently scales model size with the training dataset.
5. Improved Dataset Mixture: A more multilingual and diverse pre-training mixture including hundreds of languages, mathematical equations, scientific papers, and web pages.
6. Updated Model Architecture: Improved architecture trained on diverse tasks.
7. State-of-the-Art Performance: Surpasses benchmarks on reasoning, translation, and multilingual tasks.
8. Responsible AI Development: Features built-in controls against toxicity and bias.
9. Generative AI Capabilities: Powers features like email summarization in Gmail and rewriting in Docs.
Benefits:
1. Enhanced Comprehension: Superior at understanding riddles, idioms, and figurative language.
2. Broader Multilingual Support: Improved proficiency across diverse languages for superior translation.
3. Efficient Collaboration: Aids teams in collaborating across various programming languages.
4. Performance and Cost Efficiency: Faster inference, fewer parameters, and lower serving cost than its predecessor.
5. Diverse Knowledge Base: Ability to understand and generate content from a broad spectrum of sources and languages.
6. Safety and Responsibility: Commitment to safety with data filtering and in-depth evaluation against potential harms.
7. Creativity and Productivity: Powers tools like Bard to boost imagination and productivity.
8. Flexible Integration: Accessible via the PaLM API, suitable for integration into different applications, including Google Cloud’s Vertex AI.
9. Innovative Solutions: Enables users to prototype generative AI ideas quickly with MakerSuite.
10. Streamlined Work Processes: Enhances features in Workspace, including Gmail and Docs, to improve user efficiency.
By integrating PaLM 2, users can leverage the next generation of Google’s machine learning technology to enhance reasoning, translation, coding, and creative tasks, all while benefiting from a commitment to responsible AI.
https://ai.google/discover/palm2/
Generative AI for Developers: PaLM API
The PaLM API gives developers access to Google’s advanced large language models, such as PaLM 2. It is designed for building generative AI applications tailored to diverse tasks.
Features & Benefits:
1. Powered by PaLM 2: Utilizes the advanced capabilities of Google’s PaLM 2, excelling in intricate tasks.
2. High-Performance Capability: Boasts fast performance with speeds reaching up to 75+ tokens per second and a large context window of 8,000 tokens, ensuring efficient handling of complex inputs.
3. Easy Access: Obtain an API key quickly via MakerSuite for prototyping. Special access is also available for existing Google Cloud customers within Vertex AI.
4. Trusted Partnerships: Supported by numerous partners such as Llama, Index Baseplate, and Vercel, indicating its reliability and versatility.
5. Integration with Familiar Tools: Can be integrated seamlessly into widely-used Google tools like Colab and Firebase.
https://developers.generativeai.google/products/palm