Mahsa Khosh's repositories
Accelerated-Generation-Techniques
This repository contains papers for a comprehensive survey on accelerated generation techniques in Large Language Models (LLMs).
Clip-from-scratch
Clip (Contrastive Language-Image Pre-training)
courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
detection-transformer
A simple implementation of DETR in pytorch
diffusion-model
A pytorch implementation of a basic diffusion model
foundation-models-implementation
Models implementations from scratch in Pytorch
T2IScoreScore
Metametric for t2i
DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
DeepRL-from-scratch
Deep RL
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
neurips-llm-efficiency-challenge
Starter pack for NeurIPS LLM Efficiency Challenge 2023.
RL-from-scratch
Reinforcement learning fundamentals
RL4LMs
A modular RL library to fine-tune language models to human preferences
speculative-decoding
Explorations into some recent techniques surrounding speculative decoding
Transformers-with-RL
Train transformer language models with reinforcement learning.
vector-quantize-pytorch
Vector Quantization, in Pytorch
VIT-from-scratch
Vision Transformer from scratch in Pytorch