Data-driven approaches for autonomous driving (AD) have been widely adopted in the past decade but are confronted with dataset bias and uninterpretability. Inspired by the knowledge-driven nature of human driving, recent approaches explore the potential of large language models (LLMs) to improve ...
Large language models (LLMs) provide new possibilities for engaging and intelligent conversational systems. However, productionizing and managing these models and ensuring they work to your advantage can be challenging. Two key strategies that can help are RAG-workflows and NeMo Guardrails.Retrieval...
Few-shot learning is a challenging task that requires language models to generalize from limited examples. Large language models like GPT-3 and PaLM have made impressive progress in this area, but they still face difficulties in reasoning tasks such as GSM8K, a benchmark for a...
Data-driven approaches for autonomous driving (AD) have been widely adopted in the past decade but are confronted with dataset bias and uninterpretability. Inspired by the knowledge-driven nature of human driving, recent approaches explore the potential of large language models (LLMs) to improve un...
amethodfor automatically and eff iciently expanding theknowledge base of LLMs. Through qualitativeand quantitative analysis, we demonstrate thatour approach enhances the controllability andreliability of LLMs.1 IntroductionRecent progress in large language models (LLMs)has showcased their strong language ...
浙江大学,Decision-Making in Robotic Grasping with Large Language Models论文解读 摘要:最近在大型语言模型方面的进步突显了它们编码大量语义知识以支持长期自主决策的潜力,这使它们成为未来家庭助理机器人认知能力的有前景的解决方案。然而,尽管大型语言模型可以提供高层次的决策,但目前还没有统一的范式将它们与机器人的...
We continue to pile mountains of hype on generative AI while the economics of training large language models (LLMs) are insane.“The capex on foundation model training is the ‘fastest depreciating asset in history,’” says Michael Eisenberg. To really hit its stride, genAI is going to ...
My hope is that this book helps you, or inspires you, to create new words that are sensuous and meaningful in their contours; words that work to express your own deeply felt experiences in the world. The challenge—your challenge—is to open up language and experiment fearlessly because othe...
Ollama[GPU]Ollama makes it easy to get up and running with large language models locally. Olama 使你轻松在本地启动和运行大语言模型。 One APIOpenAI API management & redistribution system, using a single API for all LLMs, and features an English UI. ...
While building complex models is an important part of operations research practice, OR workers have focused too often on modeling's technical aspects instead of making the models manageable, that is, designing them around the ways people will operate them. The issues raised for complex models are...