Could LLMs help design our next medicines and materials? | MIT News
The process of discovering molecules that have the properties needed to create new medicines and materials is cumbersome and expensive, ...
Tag: LLMs
Researchers teach LLMs to solve complex planning challenges | MIT News
Imagine a coffee company trying to optimize its supply chain. The company sources beans from three suppliers, roasts them at ...
Meet ReSearch: A Novel AI Framework that Trains LLMs to Reason with Search via Reinforcement Learning without Using Any Supervised Data on Reasoning Steps
Large language models (LLMs) have demonstrated significant progress across various tasks, particularly in reasoning capabilities. However, effectively integrating reasoning processes ...
How Well Can LLMs Actually Reason Through Messy Problems?
The introduction and evolution of generative AI have been so sudden and intense that it’s actually quite difficult to fully ...
Constructing a Retrieval-Augmented Era (RAG) System with FAISS and Open-Supply LLMs
Retrieval-augmented era (RAG) has emerged as a strong paradigm for enhancing the capabilities of enormous language fashions (LLMs). By combining ...
STORM (Spatiotemporal TOken Discount for Multimodal LLMs): A Novel AI Structure Incorporating a Devoted Temporal Encoder between the Picture Encoder and the LLM
Understanding movies with AI requires dealing with sequences of photos effectively. A serious problem in present video-based AI fashions is ...
Meta AI Releases ‘NATURAL REASONING’: A Multi-Area Dataset with 2.8 Million Questions To Improve LLMs’ Reasoning Capabilities
Giant language fashions (LLMs) have proven exceptional developments in reasoning capabilities in fixing complicated duties. Whereas fashions like OpenAI’s o1 ...
Reinforcement Studying Meets Chain-of-Thought: Reworking LLMs into Autonomous Reasoning Brokers
Massive Language Fashions (LLMs) have considerably superior pure language processing (NLP), excelling at textual content technology, translation, and summarization duties. ...
Microsoft Analysis Introduces Knowledge Formulator: An AI Utility that Leverages LLMs to Rework Knowledge and Create Wealthy Visualizations
Most trendy visualization authoring instruments like Charticulator, Knowledge Illustrator, and Lyra, and libraries like ggplot2, and VegaLite anticipate tidy knowledge, ...
Are Autoregressive LLMs Actually Doomed? A Commentary on Yann LeCun’s Current Keynote at AI Motion Summit
Yann LeCun, Chief AI Scientist at Meta and one of many pioneers of recent AI, just lately argued that autoregressive ...
