ZJU-LLMs/Foundations-of-LLMsmain 3 Branches0 Tags Code Folders and filesLatest commit wenyisir update f559896· Jan 14, 2025 History83 Commits Arxiv 一周进展报告(大模型方向) update Jan 14, 2025 Foundations_of_LLMs(English_version) update english version Nov 29, 2024...
1. **Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.** `NeurIPS` *We explore how generating a chain of thought -- a series of intermediate reasoning steps -- significantly improves the ability of large language models to perform complex reasoning. In particular, we show ...
This book is an open-source textbook on large language models by the DAILY Lab at Zhejiang University. It covers topics including traditional language models, the evolution of large language model architectures, Prompt engineering, efficient fine-tuning
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Foundations-of-LLMs—《大模型基础》 5 该书是由浙江大学 DAILY 实验室开源的大语言模型教材,内容涵盖传统语言模型、大语言模型架构演化、Prompt 工程、参数高效微调、模型编辑、检索增强生成等方 ZJU-LLMs ·Other·3 个月前 5.2k minimind-v—从零开始训练视觉多模态模型 ...
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Please cite the paper in Citations if you find the resource helpful for your research. Thanks! LoRA of LLMs Low-Rank Adaptation(LoRA), which updates the dense neural network layers with pluggable low-rank matrices, is one of the best performed parameter efficient fine-tuning paradigms. Further...
Foundations-of-LLMs—《大模型基础》 5 该书是由浙江大学 DAILY 实验室开源的大语言模型教材,内容涵盖传统语言模型、大语言模型架构演化、Prompt 工程、参数高效微调、模型编辑、检索增强生成等方 ZJU-LLMs ·Other·3 个月前 5.4k PDFMathTranslate—双语对照的 PDF 翻译工具 ...
该书是由浙江大学 DAILY 实验室开源的大语言模型教材,内容涵盖传统语言模型、大语言模型架构演化、Prompt 工程、参数高效微调、模型编辑、检索增强生成等方面。
Share research achievements related to LLMs of Database and Big Data Analytics Laboratory (DAILY Lab), Zhejiang University. - ZJU-LLMs