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August 2024

The Smarter Way of Using AI in Programming
avoid the outdated methods of integrating AI into your coding workflow by going beyond ChatGPT
 • 
Hesam Sheikh
How I Stay Up to Date With the Latest AI Trends [2024]
Stay ahead of the AI game with a concise list of resources…
 • 
Hesam Sheikh
Create a Synthetic Dataset Using Llama 3.1 405B for Instruction Fine-Tuning
Using the giant Llama 3.1 405B and Nvidia Nemotron 4 reward model to create a synthetic dataset for instruction fine-tuning.
 • 
Hesam Sheikh

July 2024

What We Still Don’t Understand About Machine Learning
Machine Learning unknowns that researchers struggle to understand — from Batch Norm to what SGD hides
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Hesam Sheikh
Learn Anything with AI and the Feynman Technique
study any concept in four easy steps, by applying AI and a Noble Prize winner approach
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Hesam Sheikh
A Comprehensive Guide to Collaborative AI Agents in Practice
the definition, and building a team of agents that refine your CV and Cover Letter for job applications
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Hesam Sheikh
2

June 2024

Understanding Buffer of Thoughts (BoT) — Reasoning with Large Language Models
A new prompting tool for complex reasoning, compared with Chain of thought (CoT) and Tree of Thought (ToT)
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Hesam Sheikh
Understanding MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
the math and intuition behind a novel parameter-efficient fine-tuning method
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Hesam Sheikh
LoRA Learns Less and Forgets Less
We will go through LoRA (Low-Rank Adaptation of Large Language Models), what it is, and the interesting properties of LoRA when compared to Full…
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Hesam Sheikh
Build Your First AI Agent in 5 Easy Steps (100% local)
Creating AI agents with Crewai and using Ollama to run them 100% locally in 5 very easy steps!
 • 
Hesam Sheikh
8

May 2024

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