hkproj

pytorch-transformer

Attention is all you need implementation

pytorch-stable-diffusion

Stable Diffusion implemented from scratch in PyTorch

pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

transformer-from-scratch-notes

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)

mamba-notes

Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

pytorch-lora

LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch

quantization-notes

Notes on quantization in neural networks

pytorch-llama-notes

Notes about LLaMA 2 model

pytorch-transformer-distributed

Distributed training (multi-node) of a Transformer model

mistral-src-commented

Reference implementation of Mistral AI 7B v0.1 model.

pytorch-ddpm

Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch

rlhf-ppo

Notes and commented code for RLHF (PPO)

mistral-llm-notes

Notes on the Mistral AI model

kan-notes

retrieval-augmented-generation-notes

Slides for "Retrieval Augmented Generation" video

lazy-ml

ML algorithms implementations that are good for learning the underlying principles

python-longnet

Tools and experiments with the LongNet model

bert-from-scratch

BERT explained from scratch

dpo-notes

Notes on Direct Preference Optimization

hanbaobao

Google Chrome extension that helps you learn Chinese, by providing a dictionary and also shows known words.

segment-anything-slides

Slides for "Segment Anything" video

vae-from-scratch-notes

Notes about the video on the Variational Autoencoder

adversarial_example_generator

A Python library to generate adversarial examples for classification models

ai-project

hkproj.github.io

mamba

ml-interpretability-notes

coding-with-ayaan

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

LipNet-PyTorch

The state-of-art PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)