PortkeyAI has announced the launch of its 'LLMs in Prod'25' report, which will provide insights into how companies are utilizing large language models (LLMs) in production at scale. The report is based on real production data, analyzing over 2 trillion tokens processed through Portkey's AI Gateway. The launch event is scheduled for January 17, 2025, at 6 PM PT, where attendees can expect to learn about provider adoption trends, performance benchmarks, and infrastructure patterns. Additionally, a new book titled 'Foundations of Large Language Models' has been released on arXiv, offering over 200 pages of content on pre-training, prompting, and alignment methods, aimed at developers and researchers.
Perfect prediction doesn't guarantee optimal action in LLMs. LLMs have strong prediction capabilities but struggle with using those predictions effectively for decision-making in multi-agent interactions. Original Problem 🤔: → Current research claims LLMs have near-human… https://t.co/oOYy80uQB8
[CL] Foundations of Large Language Models https://t.co/zWwqspSODa https://t.co/ICTtqOqAl0
Making LLMs understand domain expertise by breaking down concepts systematically Two novel methods help LLMs solve complex conceptual problems by augmenting them with conceptual information, achieving significant improvements over existing techniques like Chain-of-Thoughts.… https://t.co/e8912mZrkH