Language Model

Revolutionary Release! Alibaba’s Voice Recognition Core Technology

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Revolutionary Release! Alibaba's Voice Recognition Core Technology

Alibaba Voice Recognition Technology Overview: As a crucial component of artificial intelligence technology, voice recognition technology has become a core component influencing human-computer interaction. From voice interaction capabilities in various smart home IoT devices to applications in public services and smart government, voice recognition technology is impacting all aspects of people’s lives. This article will … Read more

Perplexity: The Next-Generation Search Engine in My Mind

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Perplexity: The Next-Generation Search Engine in My Mind

Yesterday, a friend recommended a search tool to me: perplexity. This is a search engine based on large language models. After trying it out, I asked some relatively simple questions, and it felt much more accurate and faster than Google. Google can only lead me to articles and websites written by others, but this can … Read more

AGI Collision Series E02S01: The Limits of Language

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AGI Collision Series E02S01: The Limits of Language

Click Follow us by clicking the blue text above Cover image: Chomsky actually holds a critical view of Wittgenstein’s statement. As the father of linguistics, he has always sought to explore the mystery of language structure “ 𝕀²·ℙarad𝕚g𝕞 Intelligent Square Paradigm Study: Writing Deconstructed Intelligence。 After all, deep learning LLMs are not the entirety of … Read more

Can Transformers Think Ahead?

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Can Transformers Think Ahead?

Machine Heart reports Machine Heart Editorial Team Do language models plan for future tokens? This paper gives you the answer. “Don’t let Yann LeCun see this.” Yann LeCun said it was too late; he has already seen it. Today, we introduce the paper that “LeCun insists on seeing,” which explores the question: Is the Transformer … Read more

Pre-training Methods for Language Models in NLP

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Pre-training Methods for Language Models in NLP

Recently, in the field of Natural Language Processing (NLP), the use of pre-training methods for language models has achieved significant improvements across various NLP tasks, attracting widespread attention from various sectors. In this article, I will summarize some relevant papers I have recently read, selecting a few representative models (including ELMo [1], OpenAI GPT [2], … Read more

Understanding the Principles Behind AgentGPT

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Understanding the Principles Behind AgentGPT

Start a new objective: analyze the principles of AgentGPT and summarize the results. New task: research the development and architecture of the GPT model. New task: analyze the internal processes and algorithms of AgentGPT. New task: summarize the investigation results and submit a comprehensive report on the principles behind AgentGPT. Executing “Research the development of … Read more

Llama 3.3: Meta AI Releases New Text-Based Language Model

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Llama 3.3: Meta AI Releases New Text-Based Language Model

🚀 Quick Read Model Parameters: Llama 3.3 has 70B parameters, comparable to the 405B parameters of Llama 3.1. Multilingual Support: Supports input and output in 8 languages including English, German, French, etc. Application Scenarios: Suitable for chatbots, customer service automation, language translation, and various other scenarios. Main Content What is Llama 3.3 WeChat Official Account: … Read more

Mastering DeepSeek: From Beginner to Expert

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Mastering DeepSeek: From Beginner to Expert

Let’s talk about DeepSeek, a rising star in the GPT series. It is not just a language model but more like a super brain that can converse. Today, we will delve into DeepSeek and see how it handles various tasks. What is DeepSeek? DeepSeek is simply an incredibly powerful language model. It learns to understand … Read more

What Is Claude: The Ultimate AI Tool for Beginners?

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What Is Claude: The Ultimate AI Tool for Beginners?

What Is Claude: The Ultimate AI Tool for Beginners? Today, Aji will talk to everyone about what Claude, this top-tier AI tool, really is. I believe many friends are curious about it. Aji has summarized a 3+2 model regarding the essence of this AI tool, which includes 3 core features and 2 key advantages. This … Read more

DeepSeek-V2: A Powerful MoE Language Model

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DeepSeek-V2: A Powerful MoE Language Model

Abstract We propose DeepSeek-V2, a powerful Mixture of Experts (MoE) language model characterized by economical training and efficient inference. It has a total of 236 billion parameters, with 21 billion parameters activated per token, and supports 128K tokens of context length. DeepSeek-V2 adopts innovative architectures such as Multi-head Latent Attention (MLA) and DeepSeekMoE. MLA ensures … Read more