Ramblings

physics

Demystifying Schrödinger's Cat

ml

Writing C++ Extensions for Python with LibTorch

The misconceptions of the imbalanced dataset

Preprocessing

Why can't regression models perform classification?

Learning curves and cross-validation

The super basics of model training

nlp

Fine-tuning Llama 2 7B using Self-Instruct to give you tips in Super Smash Bros Melee

Words as vectors

Generative models, discriminative models, and what everyone gets wrong about naive Bayes

Fine-tuning LLMs with low-rank adapation

Performance metrics in NLP

Transformers and ChatGPT