Containerized self-hosted REST API for vision classification, utilizing Hugging Face transformers.

fine-tuning project with the LLaMA model: Llama-2-7b-chat-finetune This repository provides an implementation for fine-tuning the LLaMA-2-7b model on conversational datasets utilizing the

Hybrid Retrieval System combining keyword matching (BM25) with semantic similarity (Vectorstore) for improved retrieval.

ClassyText is a demo for zero-shot text classification using DeBERTa-v3-large from Hugging Face.

Containerized self-hosted REST API for interacting with Hugging Face NLP models.

The Gemini-Pro Sentiment prediction Chatbot is a smart conversational app powered by the Gemini-Pro LLM. It uses state-of-the-art NLP to grasp user queries, provide relevant responses, and predict sentiment using the Hugging Face model cardiffnlp/twitter-roberta-base-sentiment-latest.

Getting started with Hugging Face

Render a sketch using a Huggingface pipeline

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

HFDownloader - Hugging Face Model Downloader

HFLoader - HuggingFace Model Loader

Running Stable diffusion from a mobile phone using Termux

A RESTful API that embeds classification with confidence of textual suicidal thoughts, conducted on a previously compiled transformer model, utilizing Python

This is the avishkaarak-ekta-hindi model, fine-tuned using the SQuAD2.0 dataset. It's been trained on question-answer pairs, including unanswerable questions, for the task of Question Answering.

PoC for HuggingFace Multi-worker Server

Project predicting geolocation from tweets as part of Yachay.ai externship

This is a project done for an assessment. I found it to be interesting and decided to share this. The idea is to create a scraper to scrap the Wikipedia page and generate question and answers

Template to serve, optimize and scale 🤗 pipeline in production with Torchserve & Docker