Pinned Repositories
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
alphazero
blog-i-guess
GPT-2
Following master 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.
matrix
Efficient matrix and matmul implementations in Python and C
matryoshka
Implementation of "Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions"
MulticlassBrainSegmentation
UNET based multiclass segmentation network written with PyTorch for the FeTA 2021 Challenge.
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".
ziglings
Extensive introductory writeup on Zig language functionalities
Laz4rz's Repositories
Laz4rz/GPT-2
Following master Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish
Laz4rz/leetcode
Intro to leetcodes. Basic techniques, quicksort and hash structures implementation, space and time complexities.
Laz4rz/matryoshka
Implementation of "Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions"
Laz4rz/ziglings
Extensive introductory writeup on Zig language functionalities
Laz4rz/blog-i-guess
Laz4rz/matrix
Efficient matrix and matmul implementations in Python and C
Laz4rz/PMPP
Laz4rz/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
Laz4rz/alphazero
Laz4rz/craftinginterpreters
My dumbass writing while I go through Crafting Interpreters as a side-side-side project
Laz4rz/CS-433-EPFL-Project1-ML
Laz4rz/CS-552-EPFL
Modern Natural Language Processing at EPFL
Laz4rz/entropix
Entropy Based Sampling and Parallel CoT Decoding
Laz4rz/information-theory
Laz4rz/Triton-Puzzles
Puzzles for learning Triton
Laz4rz/big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Laz4rz/deep-ml
Laz4rz/deep-rl-class-tiny-fixes
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
Laz4rz/GPU-Puzzles
Solve puzzles. Learn CUDA.
Laz4rz/jax
why the hell is Jax?
Laz4rz/jax-fix-tracing
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Laz4rz/Laz4rz
Laz4rz/llm-attacks-custom-person
Builds on code and results from llm-attacks (llm-attacks.org)
Laz4rz/lm-evaluation-harness
A framework for few-shot evaluation of language models.
Laz4rz/node-shenanigans
Laz4rz/rl-notes
Laz4rz/smolregressor
It's not going to be much, but it's going to be an honest work. And I promise I'll write it in C.
Laz4rz/streamlit_demo_app
Laz4rz/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Laz4rz/turing-experiments-tiny-fixes
Code for "Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies"