LLM – shbytes.com https://shbytes.com Empowering IT career, one byte at a time Mon, 08 Sep 2025 00:35:24 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.3 Transformer Architecture – How Transformers Work https://shbytes.com/transformer-architecture-how-transformers-work/ https://shbytes.com/transformer-architecture-how-transformers-work/#respond Mon, 08 Sep 2025 00:35:21 +0000 https://shbytes.com/?p=4434 The Transformer is a more advanced architecture for neural networks. This was first introduced in 2017 article by Google, entitled “Attention is All You Need“. Transformer architecture was designed to…

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]]> https://shbytes.com/transformer-architecture-how-transformers-work/feed/ 0 Introduction to Feedforward Neural Network – Comprehensive Tutorial https://shbytes.com/introduction-to-feedforward-neural-network/ https://shbytes.com/introduction-to-feedforward-neural-network/#respond Wed, 27 Nov 2024 16:04:59 +0000 https://shbytes.com/?p=5272 Artificial Neural Networks (ANNs) The introduction of Artificial Neural Networks (ANNs) into machine learning has been a game changer as they have proven to be effective tools for pattern recognition,…

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]]> https://shbytes.com/introduction-to-feedforward-neural-network/feed/ 0 Simplifying Lemmatization in Text Processing – Complete Tutorial (with Programs) https://shbytes.com/lemmatization-in-text-processing/ https://shbytes.com/lemmatization-in-text-processing/#respond Mon, 25 Nov 2024 16:07:05 +0000 https://shbytes.com/?p=4874 Introduction to Lemmatization in Text Processing Lemmatization in text processing is an important technique in natural language processing (NLP). Similar to stemming, lemmatization works to transform every word into its…

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]]> https://shbytes.com/lemmatization-in-text-processing/feed/ 0 Understanding and Implementing Stemming in Text Processing https://shbytes.com/stemming-in-text-processing/ https://shbytes.com/stemming-in-text-processing/#comments Mon, 25 Nov 2024 15:24:51 +0000 https://shbytes.com/?p=4868 Introduction to Stemming in Text Processing Stemming is one of the critical text pre-processing technique in Natural Language Processing (NLP) and for Large Language Models (LLMs). Stemming refers to a…

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]]> https://shbytes.com/stemming-in-text-processing/feed/ 1 Normalization in Text Preprocessing for LLMs – Complete Tutorial (with Programs) https://shbytes.com/normalization-in-text-preprocessing-for-llms/ https://shbytes.com/normalization-in-text-preprocessing-for-llms/#respond Mon, 25 Nov 2024 15:00:00 +0000 https://shbytes.com/?p=4806 Text Preprocessing for LLMs Preprocessing is an important step to make the raw text ready for the LLM models like ChatGPT and BERT, which take structured input to produce coherent…

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]]> https://shbytes.com/normalization-in-text-preprocessing-for-llms/feed/ 0 Understanding Sentence and Document Embeddings in NLP https://shbytes.com/sentence-and-document-embeddings-in-nlp/ https://shbytes.com/sentence-and-document-embeddings-in-nlp/#respond Sat, 09 Nov 2024 01:21:11 +0000 https://shbytes.com/?p=4741 What is Sentence and Document Embeddings Sentence and document embeddings are at the core of Natural Language Processing (NLP). These embeddings are represented in a close real-valued vectors format and…

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]]> https://shbytes.com/sentence-and-document-embeddings-in-nlp/feed/ 0 Understanding Static Word Embeddings in NLP – A Complete Guide https://shbytes.com/static-word-embeddings-in-nlp/ https://shbytes.com/static-word-embeddings-in-nlp/#respond Sat, 09 Nov 2024 01:05:05 +0000 https://shbytes.com/?p=4692 Static word embeddings is one of the approach to word representation in natural language processing (NLP). In this word embedding each word is represented as a single, fixed vector, independent…

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]]> https://shbytes.com/static-word-embeddings-in-nlp/feed/ 0 Natural Language Processing (NLP) – Comprehensive Guide https://shbytes.com/natural-language-processing-nlp-comprehensive-guide/ https://shbytes.com/natural-language-processing-nlp-comprehensive-guide/#respond Thu, 07 Nov 2024 02:38:39 +0000 https://shbytes.com/?p=4462 Natural Language Processing (NLP) is a technology in the artificial intelligence domain that involves interaction between human communication and machines understanding. It empowers machines to process human languages in a…

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]]> https://shbytes.com/natural-language-processing-nlp-comprehensive-guide/feed/ 0 Recurrent Neural Networks (RNNs) – Language Models https://shbytes.com/recurrent-neural-networks-rnns-language-models/ https://shbytes.com/recurrent-neural-networks-rnns-language-models/#respond Thu, 07 Nov 2024 02:25:17 +0000 https://shbytes.com/?p=4415 What are RNNs (Recurrent Neural Networks) Recurrent Neural Networks, or RNNs, are variants of artificial neural networks. They have been designed for processing sequential data. Other than the conventional feed-forward…

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]]> https://shbytes.com/recurrent-neural-networks-rnns-language-models/feed/ 0 What are N-Gram Models – Language Models https://shbytes.com/what-are-n-gram-models-language-models/ https://shbytes.com/what-are-n-gram-models-language-models/#respond Thu, 07 Nov 2024 02:12:06 +0000 https://shbytes.com/?p=4408 N-Gram Models N-Gram models are a fundamental type of language model in Natural Language Processing (NLP). These models predict the probability of a sequence of words with regard to the…

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