Solving The Travelling Salesman Problem Using A Genetic Algorithm
An Exploration with Python- 24575Murphy ≡ DeepGuide
How Can We Continually Adapt Vision-Language Models?
Exploring Continual Learning Strategies for CLIP.- 25889Murphy ≡ DeepGuide
When AI Artists Compete:
Insights from My Generative Art Experiment- 22325Murphy ≡ DeepGuide
How to Easily Set Up a Neat User Interface for Your Local LLM
A step-by-step guide to run Llama3 locally with Open WebUI- 29406Murphy ≡ DeepGuide
Exploring the Strategic Capabilities of LLMs in a Risk Game Setting
In a simulated Risk environment, large language models from Anthropic, OpenAI, and Meta showcase distinct strategic behaviors, with Claude...- 25621Murphy ≡ DeepGuide
How to Effectively Detect Objects with Meta's Image Segmentation Model: SAM 2
Learn how to utilize Meta's new SAM 2 model to segment anything- 24825Murphy ≡ DeepGuide
Compressing Large Language Models (LLMs)
Make LLMs 10X smaller without sacrificing performance- 23753Murphy ≡ DeepGuide
5 Pillars for a Hyper-Optimized AI Workflow
A gentle introduction to a methodology for creating production-ready, extensible & highly optimized AI workflows- 23167Murphy ≡ DeepGuide
A Simple Framework for RAG Enhanced Visual Question Answering
Empowering Phi-3.5-vision with Wikipedia knowledge for augmented Visual Question Answering.- 22080Murphy ≡ DeepGuide
The DIY Path to AI Product Management: Picking a Starter Project
Building real-world skills through hands-on trial and error.- 25652Murphy ≡ DeepGuide
Quantizing Neural Network Models
Understanding post-training quantization, quantization-aware training, and the straight through estimator- 27677Murphy ≡ DeepGuide
How to Create a Powerful AI Email Search for Gmail with RAG
Learn how you can develop an application to search emails using RAG- 20227Murphy ≡ DeepGuide
Understanding Einstein's Notation and einsum Multiplication
Perform higher-order tensor operations with string notation- 24343Murphy ≡ DeepGuide
Python QuickStart for People Learning AI
A beginner-friendly guide- 21682Murphy ≡ DeepGuide
Disability, Accessibility, and AI
A discussion of how AI can help and harm people with disabilities- 23985Murphy ≡ DeepGuide
Supercharge Training of your Deep Learning Models
Super Convergence with One-Cycle Learning Rates- 26142Murphy ≡ DeepGuide
Pre-Training Context is All You Need
The driving force behind modern transformer models stems to a large extent from its pertaining data, allowing for strong in-context...- 22174Murphy ≡ DeepGuide
An Entry Point Into HuggingFace
A step by step guide of basics for beginners- 24799Murphy ≡ DeepGuide
Preparing for Climate Change with an AI Assistant
Simplifying complicated data through conversation- 25583Murphy ≡ DeepGuide
Explore Semantic Relations in Corpora with Embedding Models
Recently I have talked to a handful of fellow students and scholars who had research interests which involved the analysis of free-form text. Unfortunately to everyone, gaining meaningful insight to written natural language is not a trivial task by any me- 25563Murphy ≡ 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