Shypd.aiThe largest open index of AI toolsLLMsPracticalGuide is a Research & Education tool that provides a curated list of practical guide resources for Large Language Models. It includes LLM trees, examples, and research papers to help practitioners navigate the LLM landscape.
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LLMsPracticalGuide is a comprehensive, actively updated resource offering a curated list of practical guides for Large Language Models (LLMs). It is based on a survey paper titled "Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond" and includes an evolutionary tree of modern LLMs. The guide aims to assist practitioners in understanding and applying LLMs in natural language processing (NLP) applications, covering various aspects such as model types (BERT-style, GPT-style), data considerations (pretraining, finetuning, test data), NLP tasks (NLU, generation, knowledge-intensive), and practical concerns like efficiency, trustworthiness, and alignment. It also details usage restrictions based on model and data licensing information, making it a valuable resource for both research and practical implementation.
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