Llm

In which Claude Makes a Map til — — I decided to vibe code, truly putting Anthropic’s Claude CLI in the driver’s seat. It was instructive!

claude llm vibecoding maps agents

Week 5: Image and Video Generation blog — — Overview of generative approaches to image and video generation. Includes text-to-image and text-to-video tasks.

llm image

Week 4: Thinking and Reasoning Models blog — — Complex prompts are better handled with multi-step logical answers. Reasoning models are still an LLM, but we add reasoning before the response is provided.

ai engineering llm

Moving Ollama Models to a Different Disk til — — I’m running Ollama on a Macbook so shifting the default location that Ollama downloads massive models to is a necessity. It’s just one environment setting away.

ollama llm

Week 3: Agents blog — — Week 3 is all about agents. Workflows, tools, multi-step agents, and the protcols and frameworks involved.

llm agents

RAFT for RAG blog — — RAFT (Retrieval-Augmented Fine-Tuning) confused me when I first heard about it in a training class. It’s a technique that combines both offline fine-tuning and runtime retrieval to improve the …

raft llm rag

Interpret LLM Model Size til — — How to interpret the numbers used to describe LLMs.

llm ai

Week 2: Adapting LLMs blog — — Part two of the AI Engineering Course, focusing on adapting exsiting LLMs with post training work. It covers Retrieval Augmented Generation (RAG) and Fine Tuning.

rag llm

Week 1: LLM Foundations blog — — Resources from Week 1 of the AI Engineering Course

llm ai engineering