Testing of the possible use of transformers model for various NLP tasks leveraging BERT pretrained model from Hugginface
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Updated
Nov 23, 2020 - Jupyter Notebook
Testing of the possible use of transformers model for various NLP tasks leveraging BERT pretrained model from Hugginface
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.
Re-implementation of the method proposed in the paper "Style Aligned Image Generation via Shared Attention" in PyTorch.
A study to benchmark whisper based ASRs in Malayalam
My personal BERT validation notebook.
GUI based YouTube Transcriptor developed using Flask
Learn linear quantization techniques using the Quanto library and downcasting methods with the Transformers library to compress and optimize generative AI models effectively.
How to fine-tune transformer models for text classification using Hugging Face Transformers and Datasets
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.
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 📊
Resources regarding Transformers library
Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting
Extensible implementation of a Language Model (LLM) training framework in Scala.
An ASR (Automatic Speech Recognition) adversarial attack repository.
A dedicated convenient repo for different Music Transformers implementations (Reformer/XTransformer/Sinkhorn/etc)
PyTorch code for cross-modal-retrieval on Flickr8k/30k using Bert and EfficientNet
Training a BERT model from scratch.
AllenNLP integration for Shiba: Japanese CANINE model
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