In the world of artificial intelligence, fine-tuning models can unlock a treasure trove of capabilities, especially when it comes to generating human-like text. In this blog post, we’ll delve into how to fine-tune the DistilGPT-2 model on a dataset of inspirational...
The Spider model is an unsupervised pretrained model that provides an efficient way to retrieve passages as discussed in our paper Learning to Retrieve Passages without Supervision. In this article, we will guide you through the process of using the Spider model,...
Are you ready to elevate your machine learning model by optimizing it using OpenVINO and the Neural Network Compression Framework (NNCF)? In this user-friendly guide, we will walk you through the necessary steps to clone and set up a downstream optimized model...
In the world of Natural Language Processing (NLP), Sentence Boundary Detection (SBD) plays a pivotal role, especially in the legal domain where sentence structures can be notoriously complex. If you are venturing into this area or aiming to refine your models, this...
In the ever-evolving landscape of natural language processing, fine-tuning your models for better performance is crucial. This guide will walk you through the finetuning of the BERT-tiny model using the M-FAC optimizer, which promised to deliver state-of-the-art...
In the world of Natural Language Processing (NLP), fine-tuning pre-trained models can lead to impressive results on specific tasks. In this article, we will walk you through the process of fine-tuning the xlnet-base-cased model for sequence classification using...
The bert-base-multilingual-cased-finetuned-swahili model is your go-to solution for processing and understanding Swahili text. This model has been meticulously fine-tuned from the multilingual BERT architecture and excels in tasks like text classification and named...
Welcome to the exciting world of story generation! This blog post will guide you through using the GPT-2 model fine-tuned for genre-based story creation. With just a bit of input, you can bring your favorite genres to life with captivating narratives! What is the...
In today's digital age, sifting through the vast ocean of online comments and chat messages is no easy task, especially when it comes to identifying sensitive content. The Bad Text Classifier Model is here to assist us in this endeavor, ensuring we can separate the...
