Laz4rz

GPT-2. Following Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish

leetcode. Intro to leetcodes. Basic techniques, quicksort and hash structures implementation, space and time complexities.

matryoshka. Implementation of "Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions"

RL. Python

mup. Minimal (truly) muP implementation, consistent with TP4 and TP5 papers notation

ziglings. Extensive introductory writeup on Zig language functionalities

blog-i-guess.

spikingNeuralNetworks. Spiking Neural Networks dependance on initial conditions using snnTorch. The results are presented in my Bachelors Thesis: "The impact of initial parameters on the learning of spiking neural networks".

matrix. Efficient matrix and matmul implementations in Python and C

2headgrad. Want to scale it to most of modern LLM stack, with other languages (Zig/C/Go?) and some CUDA examples, writing stuff that helped me click

PMPP. C++

MulticlassBrainSegmentation. UNET based multiclass segmentation network written with PyTorch for the FeTA 2021 Challenge.

Triton-Puzzles. Puzzles for learning Triton

CS-552-EPFL. Modern Natural Language Processing at EPFL

llm_compressor. Jupyter Notebook

information-theory. Python

craftinginterpreters. My dumbass writing while I go through Crafting Interpreters as a side-side-side project

entropix. Entropy Based Sampling and Parallel CoT Decoding

sentiment-analysis. Jupyter Notebook

alphazero. Jupyter Notebook

MedSignalAnalysis. Signals from electro- medical examination methods analysed with Python.

CS-433-EPFL-Project1-ML. Python