Mohammad Reza Mahdianillms-vs-slms-in-development.hashnode.dev·2 hours agoLLMs vs SLMs in DevelopmentLarge Language Models (LLMs): - Overview: LLMs are trained on vast datasets with billions of parameters, enabling them to generate human-like text, understand context, and perform complex tasks like coding assistance, summarization, or problem-solvin...llm
Mahmoud Hamed Namnamarabic-tokenization.hashnode.dev·Dec 22, 2024Arabic Language Tokenization Explained: Key Concepts and MethodsIntroduction Tokenization is one of the first steps in Natural Language Processing (NLP), where text is divided into smaller units known as tokens. These units can be words, sentences, or even characters. Tokenization is essential for text analysis, ...4 likes·85 readsfarasa
Alexandre Donciu-Julindev.alexdjulin.ovh·Dec 20, 2024Mistral 7B - InDepth Paper PresentationI had the opportunity to dive into the Mistral 7B paper and present it recently for a job interview. This is a recap of my presentation, covering the following topics: 🌟 Model Overview: Release context and promises 🧠 Architecture: Key design choi...Python
CodnestXcodnestx.hashnode.dev·Dec 19, 2024Building Natural Language Processing (NLP) ApplicationsWhat is Natural Language Processing (NLP)? Natural Language Processing, or NLP, is a branch of AI that enables computers to understand, interpret, and respond to human language in a meaningful way. Think about Siri, Alexa, or Google Translate — these...Devops
Bittu Sharmabittublog.hashnode.dev·Dec 19, 2024Exploring Tokenization: Key Facts and InsightsTokenization is a fundamental process in Natural Language Processing (NLP) that involves breaking down a stream of text into smaller units called tokens. These tokens can range from individual characters to full words or phrases, depending on the lev...Tokenization
Alexandre Donciu-Julindev.alexdjulin.ovh·Dec 18, 2024Bringing Alice to Life in 7 DaysGithub repo This is an in-depth presentation of my final project at Ironhack AI Engineering Bootcamp, November 2024. https://www.youtube.com/watch?v=VuDmY0BEN10 Meet Alice, your personal AI Librarian! Alice isn’t just any chatbot — she’s a next-lev...1 likelangchain
Adith Gargfinwin.hashnode.dev·Dec 18, 2024NLP Language ReframesConsequence (Time expands consequence) Could mean good or bad Its simply the result of our actions - does not have to be negative What did your parents say to you about not putting on your seat belt, or brushing your teeth? If you don’t you will die,...10 likesobjections
Bittu Sharmabittublog.hashnode.dev·Dec 18, 2024Natural Language Processing (NLP)Natural Language Processing (NLP) is the branch of Artificial Intelligence (AI) that gives the ability to machine understand and process human languages. Human languages can be in the form of text or audio format. Applications of NLP The applications...nlp
Alex Fergusonthe-nonprofit-tech-frontier.hashnode.dev·Dec 17, 2024Why Do Nonprofits Need AI Smart Search for Smarter Websites?In today’s fast-paced digital age, having an intuitive and user-friendly website is essential for nonprofits to engage donors, attract volunteers, and serve their communities effectively. Yet, many nonprofit websites struggle with outdated designs an...AI
Pranjal Chaubeypranjal28.hashnode.dev·Dec 13, 2024Introduction to Sentence Transformers: Enhancing Sentence Embeddings for NLPIn Natural Language Processing (NLP), Sentence Transformers are a powerful tool that convert entire sentences into high-dimensional vectors, or embeddings. Unlike traditional word embeddings like Word2Vec and GloVe, which focus on individual words, s...sbert
