PinnedHesam SheikhinTowards Data ScienceWhat We Still Don’t Understand About Machine LearningMachine Learning unknowns that researchers struggle to understand — from Batch Norm to what SGD hidesJul 264Jul 264
PinnedHesam SheikhinTowards AILearn Anything with AI and the Feynman Techniquestudy any concept in four easy steps, by applying AI and a Noble Prize winner approachJul 818Jul 818
Hesam SheikhinTowards Data ScienceCreate a Synthetic Dataset Using Llama 3.1 405B for Instruction Fine-TuningUsing the giant Llama 3.1 405B and Nvidia Nemotron 4 reward model to create a synthetic dataset for instruction fine-tuning.3d ago3d ago
Hesam SheikhinTowards Data ScienceA Comprehensive Guide to Collaborative AI Agents in Practicethe definition, and building a team of agents that refine your CV and Cover Letter for job applicationsJul 32Jul 32
Hesam SheikhWhy Medium is the Easiest Way to Start Up Your Personal Brand in 2024It’s not too late to grow your brand and start your one-person business on Medium.Jul 11Jul 11
Hesam SheikhinTowards Data ScienceUnderstanding Buffer of Thoughts (BoT) — Reasoning with Large Language ModelsNew prompt engineering tool for complex reasoning, compared with Chain of thought (CoT) and Tree of Thought (ToT)Jun 146Jun 146
Hesam SheikhinTowards AIUnderstanding MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuningthe math and intuition behind a novel parameter-efficient fine-tuning methodJun 7Jun 7
Hesam SheikhinTowards AILoRA Learns Less and Forgets LessWe will go through LoRA (Low-Rank Adaptation of Large Language Models), and compare LoRA to Full Fine-Tuning.Jun 72Jun 72
Hesam SheikhinTowards AI🚀 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!May 315May 315
Hesam SheikhinTowards Data SciencePlatonic Representation: Are AI Deep Network Models Converging?Are Artificial Intelligence models evolving towards a unified representation of reality? The Platonic Representation Hypothesis says yes!May 231May 231