// NATURAL LANGUAGE PROCESSING

2025.08.22

Mastering LLM Fine-tuning: Pre-training, SFT, and PEFT for Custom Models

LLM Deep Learning AI Machine Learning Fine-tuning PyTorch Hugging Face

A comprehensive guide to Large Language Model (LLM) pre-training and fine-tuning concepts, covering Supervised Fine-tuning (SFT), Parameter-Efficient …

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2025.08.22

NLP Fundamentals: Mastering Attention and Transformers for Large Language Models

NLP Deep Learning AI Machine Learning Transformers PyTorch Python

A comprehensive guide to Natural Language Processing fundamentals, including text preprocessing, word embeddings, and an in-depth exploration of …

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2025.08.22

Retrieval-Augmented Generation (RAG): Enhancing LLMs with External Knowledge - A Practical Guide

AI LLM RAG Deep Learning NLP Vector Database LangChain Practical Guide

A comprehensive and practical guide to Retrieval-Augmented Generation (RAG), covering its core components, document loading, chunking, embedding, …

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