pytorch-lightning

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

Pytorch library for end-to-end transformer models training, inference and serving

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

🤹 MultiTRON: Pareto Front Approximation for Multi-Objective Session-Based Recommender Systems, accepted at ACM RecSys 2024.

A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️

PLMFit platform for TL on PLMs

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.

Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning

This repository provides an easy way to train your models on the datasets of DCASE task 1.

I'm building an end-to-end Vietnamese Speech Recognition System. I'll deploy it into production with the help of Flask, Uwsgi, Nginx, and AWS ...

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Code Repository for the IndicXNLI paper.

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Landcover classification on sentinel-2 data with Prithvi, EfficientNet-Unet and OSM / CNES Landcover labels.

Code and dataset for paper - Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique