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How to Interview and Hire ML/AI Engineers

How to Interview and Hire ML/AI Engineers

Cursor sends data to their servers even when you use local models

Prompting Fundamentals and How to Apply Them Effectively

How to Train a Million Context LLM

What We Learned from a Year of Building with LLMs

Simplicity is an advantage but sadly complexity sells better (2022)

Building an AI Coach to Tame My Monkey Mind

LLM Evals That Do and Don't Work

Don't mock machine learning models in unit tests

Synthetic Data for Finetuning: Distillation and Self-Improvement

Language Modeling Reading List (To Start Your Paper Club)

Patterns for building LLM-based systems and products

Some Intuition on Attention and the Transformer

Should MPT-7B, fine-tuned on 197k books, have commercial license?

Open-LLMs for Commercial Use

More Design Patterns for Machine Learning Systems

Keeping Track of Affordable Language Models, Cult and More

How to Write Data Labeling/Annotation Guidelines

What to Do If Dependency Teams Can’t Help

Testing data and machine learning pipelines

Uncommon Uses of Python in Commonly Used Libraries

Ghost knowledge of applying machine learning

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