Build a Transformer-based language Model Using Torchtext
In this tutorial, we show how to construct a fully trained transformer-based language model using TorchText in a Paperspace Notebook
a year ago
NLP
Review - Text Summarization With Pretrained Encoders
In this review, we examine popular text summarization models, and compare and contrast their capabilities for use in our own work.
a year ago
Review of Imagination-Guided Open-Ended Text Generation
This review covers different methodologies for open-ended text generation
a year ago
Context-Based Automated Conversational System Using a Pretrained Model
Follow this guide to create a conversational system with a pretrained LLM in Paperspace.
a year ago
LLaMA 2: A Model Overview and Tutorial
This tutorial shows how the LLaMA 2 model has improved upon the previous versions of LLaMa, and details how to run it using a Jupyter Notebook.
a year ago
Large Language Models: Fine-tuning MPT-7B on Paperspace
This tutorial discusses fine-tuning the powerful MPT-7B model from MosaicML using Paperspace's powerful cloud GPUs!
By
Nick Ball
Navigating the Large Language Model revolution with Paperspace
In this article, we attempt to navigate the rapidly expanding ecosystem of LLM's by identifying and explaining relevant key terms and upcoming models. We concluded by showing how to launch any HuggingFace Space, a popular host for LLMs, within Paperspace.
2 years ago
Introduction to Extractive and Abstractive Summarization Techniques
In this theory we cover the background theory behind a variety of methodologies for abstractive text summarization
2 years ago
Intuitive Introduction to Neural Machine Translation with Bahdanau and Luong Attention
In this article, we go over Neural Machine Translation with Bahdanau and Luong Attention, and demonstrate the value of the innovative model architecture.
2 years ago
