Aug 8, 2022 · aitextgen is a Python package that leverages PyTorch, Hugging Face Transformers and pytorch-lightning with specific optimizations for text generation using GPT-2, plus many added features. It is the successor to textgenrnn and …

After reading this tutorial, you will learn how to build an LSTM model that can generate text (character by character) using TensorFlow and Keras in Python. Note that the ultimate goal of this tutorial is to use TensorFlow and Keras to use LSTM models for text generation.

aitextgen is a Python package that leverages PyTorch, Hugging Face Transformers and pytorch-lightning with specific optimizations for text generation using GPT-2, plus many added features. It is the successor to textgenrnn and gpt-2-simple, taking the best of both packages:

Train on and generate text at either the character-level or word-level. Configure RNN size, the number of RNN layers, and whether to use bidirectional RNNs. Train on any generic input text file, including large files. Train models on a GPU and then use them to generate text with a CPU.

May 31, 2024 · Stay organized with collections Save and categorize content based on your preferences. This tutorial demonstrates how to generate text using a character-based RNN. You will work with a dataset of Shakespeare's writing from Andrej Karpathy's The Unreasonable Effectiveness of Recurrent Neural Networks.

Jan 11, 2023 · In this article we’ll take a look at how you can use the Generalized Pre-trained Transformers v3 API (GPT-3) from OpenAI to generate text content from a string prompt using Python code.

In this post, I will show you how to generate text using Python and Gemini step by step. It’s not hard. Just follow along, and let’s try this together! 🧠 What is Gemini? Gemini is Google’s...

Mar 6, 2025 · In this article, we’ll walk through a simple yet powerful Python script that uses OpenAI’s GPT-2 model to generate text. By the end, you’ll understand how language models like GPT-2 work,...

Follow the steps below to set up and run the pipeline. Python Version: Python 3.8 or higher. LLM Access: API key for a supported LLM provider (e.g., OpenAI, Hugging Face). Dependencies: Listed in requirements.txt. cd generative-ai-text-processing-pipeline. source env/bin/activate # …

Apr 28, 2022 · In this article, I will walk you through how to use the popular GPT-2 text generation model to generate text using Python. What is GPT-2 Model? GPT-2 stands for Generative Pre-trained Transformer 2. It is an open-source Natural Language Processing model created by …