// TAG: PYTORCH

4 OPERATIONS FOUND

2025.08.22 LOGGED

LLM Quantization: Making Models Lean for Local Deployment

LLM Deep Learning AI Machine Learning Quantization Model Optimization Local LLMs PyTorch

A comprehensive guide to Large Language Model (LLM) quantization, covering its principles, various techniques (4-bit, 8-bit, GGUF), practical …

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2025.08.22 LOGGED

Mastering Deep Learning with PyTorch: From Tensors to Advanced Neural Networks for LLMs

Deep Learning PyTorch AI Machine Learning Neural Networks Python

A comprehensive guide to Deep Learning with PyTorch, covering foundational tensor operations, neural network construction, custom training, and …

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2025.08.22 LOGGED

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 LOGGED

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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