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Hamel’s Blog
This page is supposed to be secret!
A listing of all my blog posts can be found
here
Debugging AI With Adversarial Validation
LLMs
Quickly detect a common bug in AI products using an automated technique.
Apr 12, 2024
Hamel Husain
Your AI Product Needs Evals
LLMs
How to construct domain-specific LLM evaluation systems.
Mar 29, 2024
Hamel Husain
Is Fine-Tuning Still Valuable?
A reaction to a recent trend of disillusionment with fine-tuning.
Mar 27, 2024
Hamel Husain
Fuck You, Show Me The Prompt.
llms
ml
Quickly understand inscrutable LLM frameworks by intercepting API calls.
Feb 14, 2024
Hamel Husain
How To Debug Axolotl
LLMs
fine-tuning
axolotl
Best practices for debugging axolotl with an example VSCode config.
Jan 11, 2024
Hamel Husain
Dokku: my favorite personal serverless platform
infra
severless
Like Heroku, but you own it.
Jan 9, 2024
Hamel Husain
On commercializing nbdev
Jupyter
nbdev
Why I decided not to commercialize nbdev.
May 30, 2023
Hamel Husain
Why Should ML Engineers Learn Kubernetes?
K8s
Learning K8s can give you an unreasonable advantage as an MLE and unblock your team.
Jan 16, 2023
Hamel Husain
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