Shypd.aiThe largest open index of AI toolsAlignLLMHumanSurvey is an academic research tool that provides a comprehensive survey of aligning large language models (LLMs) with human expectations. It offers a curated collection of papers and resources on data collection, training methodologies, and model evaluation.
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AlignLLMHumanSurvey is a valuable resource for researchers and practitioners interested in the active area of aligning Large Language Models (LLMs) with human expectations. This GitHub repository provides a comprehensive survey that covers key aspects of alignment technologies, including data collection strategies, various training methodologies, and robust model evaluation techniques. It compiles a curated list of academic papers and resources, shedding light on current advancements and promising future research avenues in the field. The survey addresses limitations of LLMs such as misunderstanding instructions, generating biased content, or hallucinated information, making it an essential guide for understanding and advancing human-oriented LLM development.
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