LLMs

96 articles

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part B)

Agents Feb 16, 2025 • 15 min read

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part B)

AI Agents Crash Course—Part 2 (with implementation).

Avi Chawla, Akshay Pachaar

KV Caching in LLMs, explained visually

LLMs Feb 14, 2025 • 4 min read

KV Caching in LLMs, explained visually

A popular interview question.

4 Strategies for Multi-GPU Training

LLMs Feb 12, 2025 • 4 min read

4 Strategies for Multi-GPU Training

...explained visually.

4 Ways to Run LLMs Locally

LLMs Feb 10, 2025 • 3 min read

4 Ways to Run LLMs Locally

Llama-3, DeepSeek, Phi, and many many more.

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part A)

Agents Feb 9, 2025 • 22 min read

Agentic Systems 101: Fundamentals, Building Blocks, and How to Build Them (Part A)

AI Agents Crash Course—Part 1 (with implementation).

Avi Chawla, Akshay Pachaar

5 Agentic AI design patterns

LLMs Jan 24, 2025 • 2 min read

5 Agentic AI design patterns

...explained visually.

Implementing DoRA (an Improved LoRA) from Scratch

LLMs Jan 19, 2025 • 24 min read

Implementing DoRA (an Improved LoRA) from Scratch

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

Avi Chawla, Akshay Pachaar

RAG vs Graph RAG

LLMs Jan 14, 2025 • 3 min read

RAG vs Graph RAG

...explained visually.

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