adityaarun1

Python

All Algorithms implemented in Python

stable-diffusion-webui

Stable Diffusion web UI

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

nbdev

Create delightful software with Jupyter Notebooks

mercury

Convert Jupyter Notebooks to Web Apps

prompt-to-prompt

beartype

Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

EffectivePyTorch

PyTorch tutorials and best practices.

ml-videos

A collection of video resources for machine learning

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

lovely-tensors

Tensors, for human consumption

CLIP_benchmark

CLIP-like model evaluation

LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

maxvit

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

mle-interview-questions

Interview Questions and Answers for Machine Learning Engineer role

ClipCap

Using pretrained encoder and language models to generate captions from multimedia inputs.

ultra-thin-PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

OD-WSCL

[ECCV2022] Official Pytorch Implementation of Object Discovery via Contrastive Learning for Weakly Supervised Object Detection