LLMs

LLMs

[Hands-on] Building A Multi-agent News Generator

...using Cohere’s Command R7B and CrewAI.

Dec 17

LLMs

What is Temperature in LLMs?

Predictable ↔ Random.

Dec 16

LLMs

LoRA/QLoRA—Explained From a Business Lens

From 350 GB to 25 MB.

Dec 11

LLMs

Generate Synthetic Datasets with Llama3

...for fine-tuning other LLMs.

Dec 10

RAG Systems Course

A Crash Course on Building RAG Systems – Part 6 (With Implementation)

A deep dive into building multimodal RAG systems on real-world data (with implementation).

Dec 8

LLMs

Building a RAG app using Llama-3.3

Meta's latest LLM (100% Local).

Dec 7

Agents

Intro to ReAct (Reasoning and Action) Agents

...and building one with Dynamiq.

Dec 4

LLMs

[Hands-on] Building a Llama-OCR app

...using Llama-3.2-vision model and Streamlit.

Dec 3

RAG Systems Course

A Crash Course on Building RAG Systems – Part 5 (With Implementation)

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.

Dec 1

Agents

Building a Multi-agent Financial Analyst

...using Microsoft's Autogen and Llama3-70B.

Nov 28

LLMs

Traditional RAG vs. HyDE

...explained visually.

Nov 23

RAG Systems Course

A Crash Course on Building RAG Systems – Part 3 (With Implementation)

A deep dive into making RAG systems faster (with implementations).

Nov 17

LLMs

Build a Multi-agent Research Assistant With SwarmZero

Your own PerplexityAI (100% local).

Nov 12

LLMs

Run LLMs Locally with Ollama

A step-by-step hands-on guide.

Nov 11

RAG

A crash course on RAG systems - Part 2

Beginner-friendly and with implementation.

Nov 9

LLMs

Prompting vs. RAG vs. Fine-tuning

Which one is best for you?

Nov 8

LLMs

From PyTorch to Lightning Fabric

Scale model training with 4 small changes.

Nov 6

LLMs

Techniques to Extend Context Length of LLMs

Key techniques, explained in simple terms.

Nov 5

RAG Systems Course

Foundations of RAG systems

A practical and beginner-friendly crash course on building RAG apps (with implementations).

Nov 3

LLMs

5 Chunking Strategies For RAG

...explained in a single frame.

Oct 18

LLMs

NumPy Cheat Sheet for Data Scientists

40 most used methods.

Oct 1

LLM and Fine-tuning

Augmenting LLMs: Fine-Tuning or RAG?

Understanding the tradeoffs between RAG and Fine-tuning, and owning the model vs. using a third-party host.

Mar 5

LLM and Fine-tuning

Implementing DoRA (an Improved LoRA) from Scratch

A powerful LoRA-variant explained in a beginner-friendly way and implemented in PyTorch.

Feb 28

LLM and Fine-tuning

Understanding LoRA-derived Techniques for Optimal LLM Fine-tuning

LoRA-variants explained in a beginner-friendly way.

Feb 27

LLM and Fine-tuning

Implementing LoRA From Scratch for Fine-tuning LLMs

Understanding the challenges of traditional fine-tuning and addressing them with LoRA.

Feb 26