Om Koliomkoli.hashnode.dev·Apr 24, 2024Exploring the Intersection of NLP, Machine Learning, and Persuasion DetectionHi! I'm Om, a senior-year engineering student specializing in Artificial Intelligence and Data Science. Recently, I've been interested in how words can convince people to think or do certain things. It's like text becomes more than just words on a pa...DiscussMachine Learning
Farhan Naqvifarhanbytemaster.hashnode.dev·Apr 15, 2024What is Tokenization?Tokenization is the process of breaking down a sequence of text into smaller units, called "tokens". These tokens could be words, subwords, characters, or even phrases, depending on the specific tokenization strategy used. Tokenization is a fundament...Discuss·26 readstokens
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 7, 2024Mastering NLP with BERT: Deep Dive into Usage and Applications in PythonIntroduction: Natural Language Processing (NLP) has seen groundbreaking advancements with the introduction of BERT (Bidirectional Encoder Representations from Transformers). BERT, based on transformer architecture, has redefined how machines understa...DiscussNLP Blogs by PrakharNLP with BERT
Mayank Bohramayankblogs.hashnode.dev·Apr 5, 2024Build your own Transformer Model from Scratch using PytorchIntroduction Transformers are like the superheroes of the computer world, especially when it comes to understanding human language. They're super smart models that can handle tasks like translating languages or summarizing texts. What makes them so s...Discuss·1 like·82 readsDeep Learningllm
Kunal Moharekunalmohare.hashnode.dev·Mar 22, 2024"The Impact of NLP and Generative AI: Revolutionizing Language Understanding and Content Creation..."Hey there, language enthusiasts! The way we interact with machines and consume information is undergoing a dramatic transformation. Natural Language Processing (NLP) and Generative AI are at the forefront of this revolution, fundamentally changing ho...DiscussAI
Solomon Aboyeji solomonaboyeji.com·Feb 24, 2024What I learnt while building QACLIAfter my recent debt of $7 incurred using the OpenAI API, I decided to embark on figuring out how to reduce my cost. I ended up building my RAG-powered system which is running offline, QACLI. QACLI is a proof-of-concept for another project. As a soft...Discuss·2 likes·57 readsnlp transformers
Aakash Varmaaakashvarma.hashnode.dev·Jan 15, 2024Speculative SamplingThis article gives an overview of the DeepMind's paper Accelerating Large Language Model Decoding with Speculative Sampling Introduction In Transformer models, sampling is often constrained by memory bandwidth, resulting in the time to generate a tok...DiscussAI
Denny Wangdenny.hashnode.dev·Jan 15, 2024Leveraging Hugging Face and AWS SageMaker: Streamlining Advanced NLP Tasks"What is Hugging Face? Hugging Face is a company known for its Transformers library, which has revolutionized the way we use and implement natural language processing (NLP) models. It offers an extensive collection of pre-trained models that cover a w...DiscussAI
Rutvik Acharyadatamokotow.hashnode.dev·Oct 22, 2023Exploring the Complex Relationship Between CNNs and Transformers in NLPThe intriguing debate surrounding the relationship between Convolutional Neural Networks (CNNs) and Transformers in the context of Natural Language Processing (NLP) offers a fertile ground for academic exploration. While CNNs have been a cornerstone ...Discussnlp
Parvathini Rasagna 22102850101rasagna.hashnode.dev·Oct 16, 2023Cracking the Code: What is Deep Learning? Find Out Fast!!!Title: "Exploring Deep Learning: Unlocking the Magic of Neural Networks" Deep learning is the magic behind your smartphone's voice assistant, the brains of self-driving cars, and the power that makes Netflix suggest your next binge-worthy show. In th...DiscussDeep Learning
