Another Python project. Welcome to this tutorial where we will be exploring how to design a simple stopwatch using Python’s Tkinter library. It’s easy to create a stopwatch GUI application using Python, and we’ll explore how to use Tkinter to create one.
Read on to create your own Window Stopwatch Application.
Are you looking for a way to create a GUI calculator in Python using Tkinter? If so, then you have come to the right place! In this blog post, we will go over the steps to create a basic calculator in Python that has a Graphical User Interface (GUI). With Tkinter, you will be able …
How to create a GUI calculator in Python using Tkinter Read More »
While working on an end-to-end project, building API is always special. In this tutorial, I will guide you to make your own Question Answering API using Flask library of Python. I always try to make an application after completing any project. It can be Web, Mobile, or Desktop Application using Python. It always satisfies my …
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In this tutorial, I will show you how you can finetune a generative model named t5 to make our own chatbot. We will finetune t5 model using Openassist dataset. Why to fine tune T5? In my last tutorial, I explained how you can train transformer models like: BERT, RoBERTa, etc. But those are extractive models. …
After releasing chatgpt, large language model or LLM is a hot cake in the market now. Every organization wants to make their own chatbot. But fine tuning a large language model (LLM) is a difficult task. In this tutorial, I will show you how you can easily finetune LLM like Pythia, LLAMA, GPT-J, GPT-NEO, Falcon, …
Finetune LLM (LLAMA, GPT-Neo, GPT-J, Pythia) in Google Colab Read More »
Chatbots are becoming more popular and useful in various domains, such as customer service, e-commerce, education,entertainment, etc. However, building a chatbot that can understand and respond to natural language is not an easy task. It requires a lot of data (or dataset) for training machine-learning models of a chatbot and make them more intelligent and …
We all remember that during our school days, teachers used to assign homework tasks, and the next day they would ask questions on those topics. BERT is built to do the exact same type of question answering job for us. We can feed a passage of text to BERT, and it can help provide answers …
If you want to train BERT model on your custom domain data, then this tutorial is for you. In this tutorial, I will guide you for training data preparation for custom BERT model in Python. Note: I will show you the steps to prepare training data to train custom BERT model for Question Answering. You …
BERT is nothing but a transformer based musked language model. We can fine tune this BERT model for downstream NLP tasks like Named Entity Recognition (NER), Question Answering, Text Classification. In this tutorial, I will show you a way to fine-tune all popular transformer based models like: BERT, Roberta, XlNet, etc. So not only BERT …
Normally, we download any pre-trained model from hugging face or Tensorflow Hub and use it in our project. In my previous tutorial, I showed you how you can fine tune a pre trained BERT model. But Can you train your own BERT model from scratch? The answer is Yes. Why Train BERT from Scratch? In …
