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相关概念视频

Language and Cognition01:27

Language and Cognition

456
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
456
Components of Language01:24

Components of Language

410
Language, whether spoken, signed, or written, consists of specific components: lexicon and grammar. The lexicon is the vocabulary of a language, comprising its words. Grammar is the set of rules used to convey meaning through the lexicon. For example, English grammar adds “-ed” to most verbs to indicate past tense. Words are formed by combining phonemes, which are the basic sound units of a language. Different languages have different sets of phonemes (e.g., “ah” vs.
410
Language Development01:22

Language Development

460
Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
460
Higher Mental Functions of the Brain: Language01:10

Higher Mental Functions of the Brain: Language

1.0K
Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
1.0K
Language01:16

Language

430
Language is a unique communication system that uses words and systematic rules to organize and transmit information. Unlike other forms of communication, which may involve postures, movements, odors, or vocalizations, language relies on symbols and grammar. This makes human communication distinct from that of other species, who also communicate but do not use language in the same way humans do.
Corballis and Suddendorf (2007) and Tomasello and Rakoczy (2003) highlight the role of language in...
430
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

152
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
152

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相关实验视频

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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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有效的GPT-4V级多式联通大型语言模型,可部署在边缘设备上.

Yuan Yao1,2,3, Tianyu Yu1, Ao Zhang3

  • 1Tsinghua University, Beijing, China.

Nature communications
|July 2, 2025
PubMed
概括

MiniCPM-V为边缘设备提供高效的多式联通大型语言模型,性能优于领先的云模型. 这些紧的AI模型可以在手机上实现高级功能,增强隐私和可访问性.

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科学领域:

  • 人工智能的人工智能
  • 计算机科学 计算机科学
  • 机器学习 机器学习

背景情况:

  • 多模式大语言模型 (LLM) 已经推进了人工智能,但受到大小和计算成本的限制.
  • 目前的LLM通常需要云部署,限制在资源有限或隐私敏感环境中的使用.

研究的目的:

  • 引入MiniCPM-V,这是一款针对边缘设备设计的新型高效多式联络LLM系列.
  • 为了证明高性能多式联运模式可以有效地部署到本地消费者硬件上.

主要方法:

  • 开发了MiniCPM-V模型,整合了架构,培训和数据方面的进步.
  • 在11个公共基准上对8B MiniCPM-V模型与最先进的模型 (GPT-4V,Gemini Pro,Claude 3) 进行了评估.

主要成果:

  • 8B MiniCPM-V 型号在多个基准上超过了 GPT-4V,Gemini Pro 和 Claude 3.
  • 在手机上实现了高效的性能,处理高分辨率图像,强大的OCR,低幻觉和多语言支持 (>30种语言).

结论:

  • 通过在边缘设备上实现本地操作,MiniCPM-V代表了民主化强大的多式联络人工智能的重要一步.
  • 模型尺寸的减少和边缘计算能力的增加促进了在各种现实应用中先进的AI部署,包括移动和隐私关键场景.