nlp Archives - Idiot Developer

Deep Learning Natural Language Processing

Automating Generative AI Optimization with TextGrad: A Breakthrough in AI System Refinement

Nikhil Tomar1st April 2025

TextGrad is revolutionizing AI optimization by automating system refinement using natural language feedback. AI systems now rely on multiple large language models (LLMs) and external tools for complex tasks. Traditionally,...

Visual Question Answering from Scratch using TensorFlow

Nikhil Tomar15th January 202515th January 2025

Visual Question Answering (VQA) is a fascinating field in artificial intelligence where a system answers questions about an image. This combines natural language processing (NLP) to understand the question and...

Deep Learning Natural Language Processing

What is ChatGPT?

Nikhil Tomar21st January 202321st January 2023

ChatGPT is a state-of-the-art natural language processing model developed by OpenAI. It is based on transformer architecture and is trained on a massive amount of conversational data. In this blog...

Deep Learning

OpenAI GPT-3: The successor of OpenAI GPT-2

Nikhil Tomar30th May 202018th September 2021

The research lab OpenAI has released a preprint arXiv paper, titled "Language Models are Few-Shot Learners" or OpenAI GPT-3, which is a continuation of their previous work entitled "Language Models...

Computer Vision Deep Learning TensorFlow

Review: One Model To Learn Them All

Nikhil Tomar31st March 202018th September 2021

Recent advancement in the field of deep learning has enabled us to develop models that yield impressive results across various fields, from image classification, object detection, to speech recognition. However,...