Transformer Models Python Packages

ctranslate2

Fast inference engine for Transformer models

ptflops

Flops counter for neural networks in pytorch framework

tfkit

🤖📇 handling multiple nlp task in one pipeline

voxrun-ctranslate2

Fast inference engine for Transformer models

imodelsx

Interpret text data with LLMs (sklearn compatible).

transformer-tricks

A collection of tricks and tools to speed up transformer models

vision-transformers

Vision Transformers for image classification, image segmentation, and object detection.

ctranslate2-arty

Fast inference engine for Transformer models

gpt3-torch

An implementation of the base GPT-3 Model architecture from the paper by OPENAI "Language Models are Few-Shot Learners"

aspect-based-sentiment-analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

gpt4-torch

An implementation of the base GPT-3 Model architecture from the paper by OPENAI "Language Models are Few-Shot Learners"

bangla-ocr

Implementation of the paper 'Towards Full page Offline Bangla Handwritten Text Recognition using Image-to-Sequence Architecture'. For details, please read the README section.

promptzl

Turn LLMs into zero-shot PyTorch classifiers!

aot-x

My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"

alr-transformer

Zeta implemantion of "Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers"

pyqna

A simple python package for question answering.

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning