DIET Classifier mini implementation on pytorch.

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

Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.

AllenNLP integration for Shiba: Japanese CANINE model

Turn LLMs into zero-shot PyTorch classifiers!

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.

Desktop search tool that brings natural language to traditional file search.

PyTorch code for cross-modal-retrieval on Flickr8k/30k using Bert and EfficientNet

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 📊

Text file language translation app that translates .txt, .csv, and .xlsx files on the local device using lightweight, open-source LLMs from Hugging Face (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 / sections.

This repository contains my project for the AI and Technology Academy course. The project uses GPT-2 for text generation.

Sentiment classification API using DistilBERT, deployed via Docker on AWS EC2.

A web-based application that generates descriptive captions for uploaded images using Hugging Face’s "Salesforce/blip-image-captioning-large" model. Built with Gradio and deployed on Hugging Face Spaces, the app provides a simple interface for transforming images into meaningful text descriptions.

Repository for BabyLM competition on 3 models in Strict and Strict-small tracks

Learn how to build a simple AI chatbot using Hugging Face transformers library

A Software Tools & Methods Project including prompt engineering techniques for leveraging pre-trained models on Hugging Face. Concludes design, evaluation, and refining prompts for specific use cases, ensuring optimal model performance.

A Software Tools & Methods Project including prompt engineering techniques for leveraging pre-trained models on Hugging Face. Concludes design, evaluation, and refining prompts for specific use cases, ensuring optimal model performance.

Agentic Workflow Evaluation: Text Summarization Agent. This project includes an AI agent evaluation workflow using a text summarization model with OpenAI API and Transformers library. It follows an iterative approach: generate summaries, analyze metrics, adjust parameters, and retest to refine AI agents for accuracy, readability, and performance.

Проект представляет собой модель машинного перевода с русского на алеутский язык, обученную на основе MarianMT и пользовательского набора данных для автоматизации переводов.

A template for creating a web app with flask backend.