The Design of Everyday (AI) Things
UI/UX Principles for Building Great Generative AI Tools- 29761Murphy ≡ DeepGuide
Your Own Personal LLaMa
How you can find, retrieve, and feed your custom data into LLaMa 2 to improve responses- 22083Murphy ≡ DeepGuide
How Does PPO With Clipping Work?
Intuition + math + code, for practitioners- 24711Murphy ≡ DeepGuide
A Step By Step Guide to Selecting and Running Your Own Generative Model
How to navigate the sea of models being released every day?- 23647Murphy ≡ DeepGuide
Hierarchical Transformers – part 2
Hierarchical attention is faster- 23099Murphy ≡ DeepGuide
Byte-Pair Encoding For Beginners
An illustrative guide to BPE tokenizer in plain simple language- 23193Murphy ≡ DeepGuide
How to Build a Local Chatbot with Llama2 and LangChain
Overview and Implementation with Python- 25016Murphy ≡ DeepGuide
Deep Dive into the LSTM-CRF Model
With PyTorch code- 23179Murphy ≡ DeepGuide
Beginner Tutorial: Connect GPT Models with Company Data in Microsoft Azure
Using OpenAI Studio, Cognitive Search and Storage Accounts- 26567Murphy ≡ DeepGuide
Convolutional Neural Networks For Beginners
Fundamentals of convolutional neural networks- 21878Murphy ≡ DeepGuide
Image Classification For Beginners
VGG and ResNet architecture from 2014- 21389Murphy ≡ DeepGuide
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?- 25752Murphy ≡ DeepGuide
Understanding and Mitigating LLM Hallucinations
LLM hallucination detection challenges and a possible solution presented in a prominent research paper- 29882Murphy ≡ DeepGuide
A Universal Roadmap for Prompt Engineering: The Contextual Scaffolds Framework (CSF)
A general purpose mental model for effective prompt engineering.- 26234Murphy ≡ DeepGuide
Quantisation and co. Reducing inference times on LLMs by 80%
Showing techniques to optimise your own LLMs - with code examples- 29503Murphy ≡ DeepGuide
Read with Me: A Causality Book Club
Starting from a cat story...- 28053Murphy ≡ DeepGuide
An Implementation of VGG
A beginner-friendly tutorial- 27032Murphy ≡ DeepGuide
Knowledge Graph Transformers: Architecting Dynamic Reasoning for Evolving Knowledge
Artificial intelligence software was used to enhance the grammar, flow, and readability of this article's text.- 25544Murphy ≡ DeepGuide
Transfer Learning For Beginner
A practical guide to transfer learning in image classification- 28827Murphy ≡ DeepGuide
Using GPT-4 with Vision as an Art Critic
How OpenAI's latest model can provide insights into visual arts- 25922Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag