LLM

Large Language Models (LLMs) are advanced AI systems designed to understand and generate human-like text. They have gained significant attention since the release of ChatGPT, which operates on models like GPT-3 and its successors. LLMs are trained on vast amounts of text data, enabling them to perform a variety of tasks, such as answering questions, generating content, and engaging in conversations. Their ability to produce coherent and contextually relevant responses marks a significant leap in natural language processing, making them valuable tools in various applications, from customer service to creative writing and beyond.

LLM

Codecademy

Large Language Models (LLMs) are sophisticated artificial intelligence systems designed to process, understand, and generate human-like text. These models are trained on massive datasets of text from ...

What is LLM 2.0?

Machine Learning Techniques

LLM 2.0 refers to a new generation of large language models that mark a significant departure from the traditional deep neural network (DNN)-based architectures, such as those used in GPT, Llama, Clau...

A Practical Introduction to LLMs

Towards Data Science

3 levels of using LLMs in practice This is the first article in a series on using Large Language Models (LLMs) in practice. Here I will give an introduction to LLMs and present 3 levels of working wi...

The Busy Person Intro to LLMs

Towards AI

What are LLMs? LLMs or Large Language Models is a type of generative AI that has been trained on a massive scale of data (petabytes of data) and can produce novel responses to any type of question, th...

The Magic of LLMs — Prompt Engineering

Towards Data Science

Large language models (LLMs) are able to conversationally provide an unprecedented level of ML-generated information when asked the right question. For example, LLMs can generate articles (no, an LLM…...

LLM at Home

Better Programming

Trying StarChat 16B large language model on a PC Image generated by StableDiffusionXL 1.0 model. Prompt: “machine learning model writes software code, artificial, cyberpunk, dystopian, silhouette, ob...

Make LLM talk about your Data

The Pythoneers

Walkthrough of using LLM with its associates to answer for you Photo by julien Tromeur on Unsplash As AI is blowing up the market currently, you might be wondering, how they know about all this stuff...

The Large Language Model Course

Towards Data Science

How to become an LLM Scientist and Engineer from scratch Image by author The Large Language Model (LLM) course is a collection of topics and educational resources for people to get into LLMs. It feat...

How much energy do LLMs consume?

Towards Data Science

Large Language Models (LLMs) are becoming the new mainstream for several tasks we perform everyday: searching answers to our everyday questions, summarizing texts, creating slides or creating images f...

Scaling LLM Evaluation

Towards AI

Automated Evaluation Playbook for LLM-Based Applications Photo by Jungwoo Hong on Unsplash. Large Language Models (LLMs) are transforming machine learning, powering applications like chatbots, RAG, a...

LLM 2.0, the New Generation of Large Language Models

Machine Learning Techniques

I get many questions about the radically different LLM technology that I started to develop 2 years ago. Initially designed to retrieve information that I could no longer find on the Internet, not wit...

How to Build an LLM Application

Towards Data Science

LLM Centric Apps The rate of innovation in AI has been tremendous over a short period. Specifically, two innovations have opened up a plethora of possibilities for building apps centred around large l...