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Tag - LLM development

LLM Development (2): Practical Guide from Data Preprocessing to Model Optimization

Large Language Models (LLMs) have made groundbreaking progress in the field of Natural Language Processing (NLP). Models like BERT and GPT-3 have achieved state-of-the-art performance across multiple NLP tasks. This guide provides a comprehensive workflow for LLM development, from data preprocessing to model optimization, targeting developers and researchers with a foundational understanding of deep learning and NLP.

AI and Machine Learning, Blog , November 6, 2024 , AI, Data Preprocessing, LLM, LLM development, Model Optimization

Large Language Models, LLM development, self-supervised learning, Transformer architecture, multimodal AI, GPT-4, edge computing, healthcare AI applications, content generation AI, LLM privacy protection

LLM Development(1): Trends and Future Prospects of Large Language Models

Large Language Models (LLMs) are becoming a core driver of innovation in artificial intelligence, particularly in the field of Natural Language Processing (NLP). This article delves into the technical principles, latest development trends, challenges, and the value of LLMs across various industries.

AI and Machine Learning, Blog , November 6, 2024 , content generation AI, Edge Computing, GPT-4, healthcare AI applications, large language models, LLM development, LLM privacy protection, Multimodal AI, self-supervised learning, Transformer architecture