Text file language translation app that translates .txt, .csv, and .xlsx files on the local device using compact open source LLMs (no internet connection needed). Uses batch processing and token chunking which provides the ability to translate large file sizes while preserving semantic meaning across paragraphs / pages.

Testing of the possible use of transformers model for various NLP tasks leveraging BERT pretrained model from Hugginface

我们在cnn-dailymail数据集上微调google-T5模型，微调方法包括：使用scripts、trainer、pytorch、peft、trl。另外，我们设计一个数据集转换函数，将bbc_news数据集转为了cnn_dailymail的格式。另外，还包含了多GPU微调，上传huggingface_hub的一整套标准SOP

Email synthesis using state-of-the-art Natural Language Processing (NLP) techniques

A study to benchmark whisper based ASRs in Malayalam

PyTorch implementation of the method proposed in the paper "Style Aligned Image Generation via Shared Attention".

An open source community implementation of the model from "DIFFERENTIAL TRANSFORMER" paper by Microsoft.

My personal BERT validation notebook.

GUI based YouTube Transcriptor developed using Flask

js app to analyze your sentiments

This Python application leverages the Flask framework to create an interactive chatbot powered by the Microsoft DialoGPT model. The chatbot engages users in meaningful conversations, providing human-like responses to their input.

How to fine-tune transformer models for text classification using Hugging Face Transformers and Datasets

A template for creating a web app with flask backend.

RAG application for querying store inventory

A Study of Attentions in a Question Answering System

This repository highlights the LLMs reasoning capabilities of ✨ Mistral / LLaMA-3 / Phi-3 / Gemma / Flan-T5 / GPT-4o ✨ in Targeted Sentiment Analysis in Russian / Translated to English mass-media 📊

Extensible implementation of a Language Model (LLM) training framework in Scala.

ML (Machine Learning)/NLP project for extraction of Names, Aadhar ID, PAN numbers. It uses Pytesseract OCR for extracting text from images, and uses Hugging Face NER model for Name extraction and regex library for extracting PAN and Aadhaar ID numbers.

Resources regarding Transformers library