= 83 How many letters are there in the following string: "sz6eylx0a4jigeqmsmtqqomhpa0fjaldyr...
No More Context Limits:A massive 10 million-token context window is a great leap forward. It is enough to load entire project histories, books, research papers, or a year’s worth of conversations at once. Long-form content generation, legal analysis, and deep customer interactions are now p...
In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 770–778 Hong L, Luo P, Blanco E, Song X (2024) Outcome-constrained large language models for countering hate speech. arXiv preprint arXiv:2403.17146 Hossain T, Logan IV RL, Ugarte A, Matsubara Y, Young...
1. Title: LEACE: Perfect linear concept erasure in closed form Brief Introduction: 本文介绍了一种名为LEACE的闭式方法,可以从表示中完全消除指定特征,以提高公平性和可解释性。我们将LEACE应用于大型语言模型,并提出了一种称为“概念擦除”的新程序,该程序从网络的每个层中擦除目标概念信息。我们在两个任务...
Master Retrieval-Augmented Generation (RAG), the most popular generative AI tool, to unlock the full potential of your data. This book enables you to develop highly sought-after skills as corporate investment in generative AI soars.IntroductionAs the adoption of Retrieval-Augmented Generation (RAG)...
For a full flow of RAG evaluation on a real-world use case, see Evaluating Medical RAG with NVIDIA AI Endpoints and Ragas. Next steps for evaluating generative AI and AI agent accuracy This post provides an overview of the challenges with evaluation, as well as some approaches that have been...
it’s been shown that many deep learning models are robust to pruning, or replacing certain values that are close to 0 with 0 itself.Sparse matricesare matrices where many of the elements are 0. These can be expressed in a condensed form that takes up less space than a full, dense matri...
LayerXEnterprise browser extension. Protects data and eliminates organizational blindspots when employees use LLM-based applications like ChatGPT. LayerX provides full visibility, flexible policies and governance over employees while supporting productivity. Deployment is easy. Additional browser protection capa...
Full size table 2.4Tip evaluation study After we completed the main study, we conducted a separate tip evaluation study. The purpose of this study was to form a better understanding of the quality of the tips used in the main study. In this within-subjects study, we had participants rate ...
Topics included in this Bootcamp: AI, Generative AI, AI Applications, LLM Applications, Multimodal LLM Applications, chatGPT, Llama2, GPT-4 Vision, GPT4o, Full-Stack Applications, LangChain, LangChain Expression Language (LCEL), LangChain v010, LangChain v020, LlamaIndex, OpenAI, OpenAI API...