@samdotme

Sam Schneider

@samdotme

Helping developers make the jump to the world of AI development

Joined July 2024

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Sam Schneider's blogs

SamSchneider.meblog.samschneider.me10 posts

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SSSam Schneiderblog.samschneider.meAug 20, 2024 · 1 min read

Is Dev Culture Dead in 2024?

When I started as a professional developer in 2015, I felt like a panda in a zoo. The elephants received hay shoveled through a hole in the wall while I received hand-picked bamboo and on-call veterinary services. I had a higher salary than non-dev...

SSSam Schneiderblog.samschneider.meAug 16, 2024 · 6 min read

A Very Simple Example of Fine-Tuning an LLM

Normally when you fine-tune an LLM you end up making Jeff Bezos just a little bit richer due to the enormous compute power required even for the simplest of fine-tuning. I tried every free avenue I could think of to demonstrate fine-tuning using Mist...

SSSam Schneiderblog.samschneider.meAug 12, 2024 · 3 min read

How to Create Your First Hugging Face Dataset

Modern AI tooling is mainly based on building models trained by lots of data rather than developing clever algorithms. This means that once you move beyond the basics of calling models others have developed and want to start training your own models,...

SSSam Schneiderblog.samschneider.meAug 7, 2024 · 1 min read

In a Few Words, What is Few-shot Learning?

Imagine that you went to high school in a place where everyone was rich except for you. Your parents had very mediocre jobs, enough to put food on the table and pay for school fees but nothing else. Further imagine that you didn't want anyone else to...

SSSam Schneiderblog.samschneider.meAug 5, 2024 · 2 min read

Sassy Food Service Bot. Careful. Few-shot Learning is Powerful

Most AIs are almost annoyingly polite. I wondered how easy it would be to make a chatbot that delights in giving sass to customers. Well, turns out just 3 few-shot learning examples was enough. Don't try this at work kids! First, get set up with a Ju...

Sam Schneider

About

Available for

Sam Schneider's blogs

Recently published

Is Dev Culture Dead in 2024?

A Very Simple Example of Fine-Tuning an LLM

How to Create Your First Hugging Face Dataset

In a Few Words, What is Few-shot Learning?

Sassy Food Service Bot. Careful. Few-shot Learning is Powerful

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Sam Schneider

About

Available for

Sam Schneider's blogs

Recently published

Is Dev Culture Dead in 2024?

A Very Simple Example of Fine-Tuning an LLM

How to Create Your First Hugging Face Dataset

In a Few Words, What is Few-shot Learning?

Sassy Food Service Bot. Careful. Few-shot Learning is Powerful