List: Large Language Models | Curated by Anubhav Elhence

Mar 11, 2025
27 stories
Large Language Models
Cristian Leo
The Math Behind TransformersDeep Dive into the Transformer Architecture, the key element of LLMs. Let’s explore its math, and build it from scratch in Python.
Jul 25, 2024
9
Jul 25, 2024
9
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
Temperature — Intuitively and Exhaustively ExplainedMaking AI better by making it slightly worse
Mar 3
1
Mar 3
1
In
Level Up Coding
by
Cristian Leo
Transformer-Squared: Stop Finetuning LLMsThe architecture behind self-adaptive LLMs, the math and code behind Transformer-Squared, and Single Value Decomposition.
Feb 10
4
Feb 10
4
In
TDS Archive
by
Carolina Bento
Large Language Models: A Short IntroductionAnd why you should care about LLMs
Jan 21
11
Jan 21
11
In
Level Up Coding
by
Machine Learning Quick Reads
After 6 years, Google BERT finally has a replacement!A truly useful workhorse model.
Jan 5
Jan 5
Mastering LLM (Large Language Model)
How Much GPU Memory is Needed to Serve a Large Language Model (LLM)?In nearly all LLM interviews, there’s one question that consistently comes up: “How much GPU memory is needed to serve a Large Language…
Aug 17, 2024
20
Aug 17, 2024
20
In
Towards AI
by
Shenggang Li
Step-by-Step Exploration of Transformer Attention MechanismsA Practical Walkthrough of Training Transformer Models with Insights into Positional Encoding and Its Role in Attention Dynamics
Dec 23, 2024
2
Dec 23, 2024
2
In
AI Advances
by
Francesco Franco
Creating a DCGAN with PyTorchGenerative Machine Learning is a really interesting area of research that investigates how Machine Learning — and by consequence, Deep…
Dec 1, 2024
Dec 1, 2024
Sharan Harsoor
Mastering Transformers: A Comprehensive Guide to Transformer Architecture QuestionsIntroduction
Nov 3, 2024
Nov 3, 2024
 This story is no longer available
In
TDS Archive
by
Mauro Di Pietro
GenAI with Python: Build Agents from Scratch (Complete Tutorial)with Ollama, LangChain, LangGraph (No GPU, No APIKEY)
Sep 29, 2024
41
Sep 29, 2024
41
In
TDS Archive
by
Rohit Patel
Understanding LLMs from Scratch Using Middle School MathIn this article, we talk about how LLMs work, from scratch — assuming only that you know how to add and multiply two numbers. The article…
Oct 19, 2024
87
Oct 19, 2024
87
In
Sciforce
by
Sciforce
Step-by-Step Guide to Creating Your Own Large Language ModelLarge Language Models (LLMs) are transforming AI by enabling computers to generate and understand human-like text, making them essential…
Sep 5, 2024
16
Sep 5, 2024
16
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
LangGraph — Intuitively and Exhaustively ExplainedBuilding powerful LLM agents within constraints
Sep 6, 2024
1
Sep 6, 2024
1
In
TDS Archive
by
Thuwarakesh Murallie
How I Used Clustering to Improve Chunking and Build Better RAGsIt’s both fast and cost-effective
Sep 4, 2024
4
Sep 4, 2024
4
In
Artificial Intelligence in Plain English
by
Abdulkader Helwan
Vision Langauge Models (VLM) in Medicine: A ReviewA review of VLM in medicine
Jul 16, 2024
Jul 16, 2024
In
TDS Archive
by
Gabriele Sgroi, PhD
A Simple Framework for RAG Enhanced Visual Question AnsweringEmpowering Phi-3.5-vision with Wikipedia knowledge for augmented Visual Question Answering.
Aug 30, 2024
Aug 30, 2024
In
TDS Archive
by
Muhammad Ardi
Paper Walkthrough: Vision Transformer (ViT)Exploring Vision Transformer (ViT) through PyTorch Implementation from Scratch.
Aug 13, 2024
1
Aug 13, 2024
1
In
TDS Archive
by
Dr. Leon Eversberg
How to Use Hybrid Search for Better LLM RAG RetrievalBuilding an advanced local LLM RAG pipeline by combining dense embeddings with BM25
Aug 11, 2024
5
Aug 11, 2024
5
In
TDS Archive
by
Cristian Leo
The Math Behind Multi-Head Attention in TransformersDeep Dive into Multi-Head Attention, the secret element in Transformers and LLMs. Let’s explore its math, and build it from scratch.
Jul 16, 2024
3
Jul 16, 2024
3