All Posts - MartinLwx's Blog

All Posts

2025

What is the Python decorator really? 01-20

2024

Reading Notes: Generalization through Memorization: Nearest Neighbor Language Models 12-23

How KNN Algorithm Works 12-15

What is Phantom type in OCaml 12-08

Reading Notes: In-Context Retrieval-Augmented Language Models 12-04

Reading Notes: REALM: Retrieval-Augmented Language Model Pre-Training 11-30

Use Polymorphic Variant Type in Ocaml 11-24

Why Applicative Functor 10-20

My workflows of using vim-fugitive in Neovim 10-11

Tree-sitter and its Query 09-07

Learn to Use @dataclass in Python 08-17

Use Github Actions to automate Hugo blog deployment 07-29

Tail call and Tail-call Optimization (TCO) 03-22

Learn to use text-object in Vim&Neovim 03-03

Neovim Setup for OCaml 01-23

2023

LLM inference optimization - KV Cache 10-12

LoRA fine-tuning 09-14

The next lexicographical permutation problem 09-06

BPE Tokenization Demystified: Implementation and Examples 08-24

TF-IDF model 08-16

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