How to Generate Videos with Open-Sora-Plan Video Generation Model
Learn how to generate images with one of the latest models within image generation.- 22853Murphy ≡ DeepGuide
Multimodal Large Language Models & Apple's MM1
This blog post will go into the architecture and findings behind Apple's "MM1: Methods, Analysis & Insights from Multimodal LLM...- 25204Murphy ≡ DeepGuide
The Limitations and Advantages of Retrieval Augmented Generation (RAG)
Exploring situations in which Retieval Augemented Generation (RAG) excels and those in which it falls short- 25287Murphy ≡ DeepGuide
Tiny Llama – a Performance Review and Discussion
Learn how you can utilize a tiny large language model, fine-tune it, and achieve high performance- 20830Murphy ≡ DeepGuide
Merging tokens to accelerate LLM inference with SLERP
We can significantly accelerate LLMs next token generation by merging consecutive pairs of tokens using SLERP, reducing the computing power...- 25152Murphy ≡ DeepGuide
The 4 new trendy AI concepts, and their potential in digital products
Prompting, fine-tuning, RAG, and agents- 24584Murphy ≡ DeepGuide
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A…
We set out to uncover the key design elements for AI Agents to effectively execute complex goals. This article summarizes our findings.- 29047Murphy ≡ DeepGuide
Using Double Machine Learning and Linear Programming to optimise treatment strategies
Causal AI, exploring the integration of causal reasoning into machine learning- 22523Murphy ≡ DeepGuide
Unleash Llama3 – How you can use the latest big-tech open-source LLM
This article discusses Llama3, the newest language model made available from Meta, and how you can run the model locally- 26148Murphy ≡ DeepGuide
Data Science Project Management
A 5-step Project Management Framework for Data Science- 24918Murphy ≡ DeepGuide
What Happened With Expert Systems?
The cause of their demise could surprise you.- 24578Murphy ≡ DeepGuide
Feature Engineering that Makes Business Sense
The author outlines three ways to expand your machine learning feature set with features that represent explainable behaviors and that...- 24163Murphy ≡ DeepGuide
MLOps – Hyperparameters Tuning with MLflow and Hydra Sweeps
Learn how to build an efficient pipeline with Hydra and MLflow- 21891Murphy ≡ DeepGuide
Capture and Unlock Knowledge: A guide to foster your AI Business Plan
AI solutions aren't just a tool approach; it's about well-understood use cases and ways to measure their impact- 20863Murphy ≡ DeepGuide
Why Do AI Projects Fail?
85% AI projects fail, 6 reasons why- 29967Murphy ≡ DeepGuide
The Future of Generative AI is Agentic: What You Need to Know
Implementing AI Agents across LangChain, LlamaIndex, AWS, Gemini, AutoGen, CrewAI and Agent protocol- 23552Murphy ≡ DeepGuide
How to Implement and Test Phi3: Microsoft's Powerful New Large Language Model
Learn about Phi3: Microsoft's new LLM capable of tasks like question answering and information extraction- 26298Murphy ≡ DeepGuide
Tool Use, Agents, and the Voyager Paper
A detailed exploration of the Voyager Paper and its findings on tool usage- 26021Murphy ≡ DeepGuide
How to Use and Test WizardLM2: Microsoft's New LLM
Learn how to run and test Microsoft's new LLM, WizardLM2, and use it to perform tasks like question-answering and information extraction- 23137Murphy ≡ DeepGuide
Demo AI Products Like a Pro
An intro to expert guide on using Gradio to demonstrate product value to expert and non-technical audiences.- 22032Murphy ≡ 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