Natural Language Processing

Understanding Diffusion Models: A Unified Perspective

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Understanding Diffusion Models: A Unified Perspective

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between academia, industry, and enthusiasts in natural language processing and machine learning, especially for beginners. Reprinted from … Read more

Understanding and Applications of Diffusion Models

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Understanding and Applications of Diffusion Models

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and industry researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted … Read more

Understanding Diffusion Models in Simple Terms

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Understanding Diffusion Models in Simple Terms

In 2022, the rapid development of AIGC in the field of large language models made general artificial intelligence seem less distant. When the number of parameters exceeds a certain threshold, AIGC systems based on large language models can understand commands issued by humans in natural language and correspondingly generate real, high-quality text, images, audio, video, … Read more

Mastering Diffusion Models: Insights from 14 Papers

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Mastering Diffusion Models: Insights from 14 Papers

MLNLP is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers. The Vision of the Community is to promote communication and progress between academia, industry, and enthusiasts in natural language processing and machine learning, especially for beginners. Reprinted from | Li Rumor … Read more

Understanding Diffusion Model in AI

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Understanding Diffusion Model in AI

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, … Read more

A Simple Trick to Improve LLaMa3’s Honesty by 65%

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A Simple Trick to Improve LLaMa3's Honesty by 65%

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP master’s and doctoral students, university teachers, and researchers from enterprises. The vision of the community is to promote communication and progress between the academic and industrial fields of natural language processing and machine learning, especially … Read more

Meta’s Prompt Engineering Guide for Efficient Use of Llama 2

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Meta's Prompt Engineering Guide for Efficient Use of Llama 2

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from | … Read more

Insights on LLAMA-3 from Zhang Junlin

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Insights on LLAMA-3 from Zhang Junlin

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate students, university teachers, and researchers in enterprises. The Community’s Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | Weibo … Read more

Complete Guide to Pretraining LLAMA3 from Scratch: Exploring Scaling Law

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Complete Guide to Pretraining LLAMA3 from Scratch: Exploring Scaling Law

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, … Read more

Exploring Open Source Copilot: Do It Yourself

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Exploring Open Source Copilot: Do It Yourself

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and corporate researchers. The Vision of the Community is to promote communication between the machine learning and natural language processing academia, industry, and enthusiasts, especially … Read more